diff --git a/README.md b/README.md
index 5a088f11..64949781 100644
--- a/README.md
+++ b/README.md
@@ -12,7 +12,7 @@ fetch the companies in a GitHub Actions workflow that runs every day.
 
 API endpoint: https://yc-oss.github.io/api/meta.json
 
-- Last updated: September 4, 2024 at 12:45 AM
+- Last updated: September 5, 2024 at 12:45 AM
 - Companies: 4915
 - Batches: 41
 - Industries: 58
@@ -111,7 +111,7 @@ API endpoint: https://yc-oss.github.io/api/meta.json
 | Drug Discovery and Delivery     | 42    | https://yc-oss.github.io/api/industries/drug-discovery-and-delivery.json    |
 | Education                       | 191   | https://yc-oss.github.io/api/industries/education.json                      |
 | Energy                          | 33    | https://yc-oss.github.io/api/industries/energy.json                         |
-| Engineering, Product and Design | 476   | https://yc-oss.github.io/api/industries/engineering-product-and-design.json |
+| Engineering, Product and Design | 475   | https://yc-oss.github.io/api/industries/engineering-product-and-design.json |
 | Finance and Accounting          | 111   | https://yc-oss.github.io/api/industries/finance-and-accounting.json         |
 | Fintech                         | 568   | https://yc-oss.github.io/api/industries/fintech.json                        |
 | Food and Beverage               | 95    | https://yc-oss.github.io/api/industries/food-and-beverage.json              |
@@ -130,7 +130,7 @@ API endpoint: https://yc-oss.github.io/api/meta.json
 | Job and Career Services         | 18    | https://yc-oss.github.io/api/industries/job-and-career-services.json        |
 | Legal                           | 33    | https://yc-oss.github.io/api/industries/legal.json                          |
 | Manufacturing and Robotics      | 61    | https://yc-oss.github.io/api/industries/manufacturing-and-robotics.json     |
-| Marketing                       | 136   | https://yc-oss.github.io/api/industries/marketing.json                      |
+| Marketing                       | 135   | https://yc-oss.github.io/api/industries/marketing.json                      |
 | Medical Devices                 | 41    | https://yc-oss.github.io/api/industries/medical-devices.json                |
 | Office Management               | 25    | https://yc-oss.github.io/api/industries/office-management.json              |
 | Operations                      | 112   | https://yc-oss.github.io/api/industries/operations.json                     |
@@ -164,7 +164,7 @@ API endpoint: https://yc-oss.github.io/api/meta.json
 | Advertising                                            | 30    | https://yc-oss.github.io/api/tags/advertising.json                                           |
 | Aerospace                                              | 21    | https://yc-oss.github.io/api/tags/aerospace.json                                             |
 | Agriculture                                            | 30    | https://yc-oss.github.io/api/tags/agriculture.json                                           |
-| AI                                                     | 442   | https://yc-oss.github.io/api/tags/ai.json                                                    |
+| AI                                                     | 437   | https://yc-oss.github.io/api/tags/ai.json                                                    |
 | AI Assistant                                           | 93    | https://yc-oss.github.io/api/tags/ai-assistant.json                                          |
 | AI-Enhanced Learning                                   | 32    | https://yc-oss.github.io/api/tags/ai-enhanced-learning.json                                  |
 | AI-powered Drug Discovery                              | 36    | https://yc-oss.github.io/api/tags/ai-powered-drug-discovery.json                             |
@@ -182,7 +182,7 @@ API endpoint: https://yc-oss.github.io/api/meta.json
 | AR                                                     | 3     | https://yc-oss.github.io/api/tags/ar.json                                                    |
 | Architecture                                           | 2     | https://yc-oss.github.io/api/tags/architecture.json                                          |
 | Art Trading Platforms                                  | 2     | https://yc-oss.github.io/api/tags/art-trading-platforms.json                                 |
-| Artificial Intelligence                                | 540   | https://yc-oss.github.io/api/tags/artificial-intelligence.json                               |
+| Artificial Intelligence                                | 546   | https://yc-oss.github.io/api/tags/artificial-intelligence.json                               |
 | Assistive Tech                                         | 7     | https://yc-oss.github.io/api/tags/assistive-tech.json                                        |
 | Augmented Reality                                      | 20    | https://yc-oss.github.io/api/tags/augmented-reality.json                                     |
 | Auto Commerce                                          | 6     | https://yc-oss.github.io/api/tags/auto-commerce.json                                         |
@@ -190,7 +190,7 @@ API endpoint: https://yc-oss.github.io/api/meta.json
 | Automotive                                             | 17    | https://yc-oss.github.io/api/tags/automotive.json                                            |
 | Autonomous Delivery                                    | 9     | https://yc-oss.github.io/api/tags/autonomous-delivery.json                                   |
 | Autonomous Trucking                                    | 12    | https://yc-oss.github.io/api/tags/autonomous-trucking.json                                   |
-| B2B                                                    | 953   | https://yc-oss.github.io/api/tags/b2b.json                                                   |
+| B2B                                                    | 952   | https://yc-oss.github.io/api/tags/b2b.json                                                   |
 | Banking as a Service                                   | 25    | https://yc-oss.github.io/api/tags/banking-as-a-service.json                                  |
 | Batteryless IoT Sensors                                | 1     | https://yc-oss.github.io/api/tags/batteryless-iot-sensors.json                               |
 | Beauty                                                 | 10    | https://yc-oss.github.io/api/tags/beauty.json                                                |
@@ -225,7 +225,7 @@ API endpoint: https://yc-oss.github.io/api/meta.json
 | Collaboration                                          | 50    | https://yc-oss.github.io/api/tags/collaboration.json                                         |
 | Commercial Space Launch                                | 7     | https://yc-oss.github.io/api/tags/commercial-space-launch.json                               |
 | Community                                              | 63    | https://yc-oss.github.io/api/tags/community.json                                             |
-| Compliance                                             | 56    | https://yc-oss.github.io/api/tags/compliance.json                                            |
+| Compliance                                             | 57    | https://yc-oss.github.io/api/tags/compliance.json                                            |
 | Computational Storage                                  | 1     | https://yc-oss.github.io/api/tags/computational-storage.json                                 |
 | Computer Vision                                        | 60    | https://yc-oss.github.io/api/tags/computer-vision.json                                       |
 | Construction                                           | 52    | https://yc-oss.github.io/api/tags/construction.json                                          |
@@ -267,7 +267,7 @@ API endpoint: https://yc-oss.github.io/api/meta.json
 | Dental                                                 | 4     | https://yc-oss.github.io/api/tags/dental.json                                                |
 | Design                                                 | 19    | https://yc-oss.github.io/api/tags/design.json                                                |
 | Design Tools                                           | 57    | https://yc-oss.github.io/api/tags/design-tools.json                                          |
-| Developer Tools                                        | 467   | https://yc-oss.github.io/api/tags/developer-tools.json                                       |
+| Developer Tools                                        | 466   | https://yc-oss.github.io/api/tags/developer-tools.json                                       |
 | DevOps                                                 | 38    | https://yc-oss.github.io/api/tags/devops.json                                                |
 | DevSecOps                                              | 32    | https://yc-oss.github.io/api/tags/devsecops.json                                             |
 | Diagnostics                                            | 32    | https://yc-oss.github.io/api/tags/diagnostics.json                                           |
@@ -300,7 +300,7 @@ API endpoint: https://yc-oss.github.io/api/meta.json
 | Fertility Tech                                         | 9     | https://yc-oss.github.io/api/tags/fertility-tech.json                                        |
 | Finance                                                | 60    | https://yc-oss.github.io/api/tags/finance.json                                               |
 | FinOps                                                 | 26    | https://yc-oss.github.io/api/tags/finops.json                                                |
-| Fintech                                                | 697   | https://yc-oss.github.io/api/tags/fintech.json                                               |
+| Fintech                                                | 696   | https://yc-oss.github.io/api/tags/fintech.json                                               |
 | Fitness                                                | 19    | https://yc-oss.github.io/api/tags/fitness.json                                               |
 | Food                                                   | 7     | https://yc-oss.github.io/api/tags/food.json                                                  |
 | Food & Beverage                                        | 26    | https://yc-oss.github.io/api/tags/food-and-beverage.json                                     |
@@ -314,7 +314,7 @@ API endpoint: https://yc-oss.github.io/api/meta.json
 | Gaming                                                 | 80    | https://yc-oss.github.io/api/tags/gaming.json                                                |
 | Gardening                                              | 2     | https://yc-oss.github.io/api/tags/gardening.json                                             |
 | Gene Therapy                                           | 12    | https://yc-oss.github.io/api/tags/gene-therapy.json                                          |
-| Generative AI                                          | 232   | https://yc-oss.github.io/api/tags/generative-ai.json                                         |
+| Generative AI                                          | 234   | https://yc-oss.github.io/api/tags/generative-ai.json                                         |
 | Genetic Engineering                                    | 3     | https://yc-oss.github.io/api/tags/genetic-engineering.json                                   |
 | Genomics                                               | 29    | https://yc-oss.github.io/api/tags/genomics.json                                              |
 | Geographic Information System                          | 4     | https://yc-oss.github.io/api/tags/geographic-information-system.json                         |
@@ -363,7 +363,7 @@ API endpoint: https://yc-oss.github.io/api/meta.json
 | Manufacturing                                          | 46    | https://yc-oss.github.io/api/tags/manufacturing.json                                         |
 | Maritime                                               | 2     | https://yc-oss.github.io/api/tags/maritime.json                                              |
 | Market Research                                        | 11    | https://yc-oss.github.io/api/tags/market-research.json                                       |
-| Marketing                                              | 58    | https://yc-oss.github.io/api/tags/marketing.json                                             |
+| Marketing                                              | 57    | https://yc-oss.github.io/api/tags/marketing.json                                             |
 | Marketplace                                            | 315   | https://yc-oss.github.io/api/tags/marketplace.json                                           |
 | Media                                                  | 40    | https://yc-oss.github.io/api/tags/media.json                                                 |
 | Medical Devices                                        | 67    | https://yc-oss.github.io/api/tags/medical-devices.json                                       |
@@ -394,7 +394,7 @@ API endpoint: https://yc-oss.github.io/api/meta.json
 | Note-taking                                            | 5     | https://yc-oss.github.io/api/tags/note-taking.json                                           |
 | Notifications                                          | 2     | https://yc-oss.github.io/api/tags/notifications.json                                         |
 | Oncology                                               | 21    | https://yc-oss.github.io/api/tags/oncology.json                                              |
-| Open Source                                            | 145   | https://yc-oss.github.io/api/tags/open-source.json                                           |
+| Open Source                                            | 144   | https://yc-oss.github.io/api/tags/open-source.json                                           |
 | Operations                                             | 22    | https://yc-oss.github.io/api/tags/operations.json                                            |
 | Payments                                               | 131   | https://yc-oss.github.io/api/tags/payments.json                                              |
 | Payroll                                                | 15    | https://yc-oss.github.io/api/tags/payroll.json                                               |
@@ -405,7 +405,7 @@ API endpoint: https://yc-oss.github.io/api/meta.json
 | Primary Care                                           | 9     | https://yc-oss.github.io/api/tags/primary-care.json                                          |
 | Privacy                                                | 15    | https://yc-oss.github.io/api/tags/privacy.json                                               |
 | Procurement                                            | 12    | https://yc-oss.github.io/api/tags/procurement.json                                           |
-| Productivity                                           | 140   | https://yc-oss.github.io/api/tags/productivity.json                                          |
+| Productivity                                           | 139   | https://yc-oss.github.io/api/tags/productivity.json                                          |
 | Proptech                                               | 85    | https://yc-oss.github.io/api/tags/proptech.json                                              |
 | Psychedelics                                           | 2     | https://yc-oss.github.io/api/tags/psychedelics.json                                          |
 | Quantum Computing                                      | 4     | https://yc-oss.github.io/api/tags/quantum-computing.json                                     |
@@ -414,7 +414,7 @@ API endpoint: https://yc-oss.github.io/api/meta.json
 | Recommendation System                                  | 3     | https://yc-oss.github.io/api/tags/recommendation-system.json                                 |
 | Recruiting                                             | 60    | https://yc-oss.github.io/api/tags/recruiting.json                                            |
 | Referrals                                              | 2     | https://yc-oss.github.io/api/tags/referrals.json                                             |
-| Regtech                                                | 13    | https://yc-oss.github.io/api/tags/regtech.json                                               |
+| Regtech                                                | 14    | https://yc-oss.github.io/api/tags/regtech.json                                               |
 | Reinforcement Learning                                 | 5     | https://yc-oss.github.io/api/tags/reinforcement-learning.json                                |
 | Remittances                                            | 4     | https://yc-oss.github.io/api/tags/remittances.json                                           |
 | Remote                                                 | 7     | https://yc-oss.github.io/api/tags/remote.json                                                |
@@ -429,7 +429,7 @@ API endpoint: https://yc-oss.github.io/api/meta.json
 | Robotic Surgery                                        | 2     | https://yc-oss.github.io/api/tags/robotic-surgery.json                                       |
 | Robotics                                               | 70    | https://yc-oss.github.io/api/tags/robotics.json                                              |
 | Rocketry                                               | 3     | https://yc-oss.github.io/api/tags/rocketry.json                                              |
-| SaaS                                                   | 1048  | https://yc-oss.github.io/api/tags/saas.json                                                  |
+| SaaS                                                   | 1050  | https://yc-oss.github.io/api/tags/saas.json                                                  |
 | Sales                                                  | 84    | https://yc-oss.github.io/api/tags/sales.json                                                 |
 | Sales Enablement                                       | 24    | https://yc-oss.github.io/api/tags/sales-enablement.json                                      |
 | Satellites                                             | 18    | https://yc-oss.github.io/api/tags/satellites.json                                            |
@@ -447,7 +447,7 @@ API endpoint: https://yc-oss.github.io/api/meta.json
 | Smart Home Assistants                                  | 6     | https://yc-oss.github.io/api/tags/smart-home-assistants.json                                 |
 | Smart Locks                                            | 1     | https://yc-oss.github.io/api/tags/smart-locks.json                                           |
 | SMB                                                    | 17    | https://yc-oss.github.io/api/tags/smb.json                                                   |
-| SMS                                                    | 7     | https://yc-oss.github.io/api/tags/sms.json                                                   |
+| SMS                                                    | 6     | https://yc-oss.github.io/api/tags/sms.json                                                   |
 | Social                                                 | 66    | https://yc-oss.github.io/api/tags/social.json                                                |
 | Social Media                                           | 25    | https://yc-oss.github.io/api/tags/social-media.json                                          |
 | Social Network                                         | 17    | https://yc-oss.github.io/api/tags/social-network.json                                        |
@@ -478,7 +478,7 @@ API endpoint: https://yc-oss.github.io/api/meta.json
 | Trust & Safety                                         | 5     | https://yc-oss.github.io/api/tags/trust-and-safety.json                                      |
 | Unmanned Vehicle                                       | 3     | https://yc-oss.github.io/api/tags/unmanned-vehicle.json                                      |
 | Vertical Farming                                       | 4     | https://yc-oss.github.io/api/tags/vertical-farming.json                                      |
-| Video                                                  | 77    | https://yc-oss.github.io/api/tags/video.json                                                 |
+| Video                                                  | 78    | https://yc-oss.github.io/api/tags/video.json                                                 |
 | Virtual Reality                                        | 13    | https://yc-oss.github.io/api/tags/virtual-reality.json                                       |
 | VR Health                                              | 2     | https://yc-oss.github.io/api/tags/vr-health.json                                             |
 | Warehouse Management Tech                              | 13    | https://yc-oss.github.io/api/tags/warehouse-management-tech.json                             |
diff --git a/batches/s19.json b/batches/s19.json
index 16054ca5..60391822 100644
--- a/batches/s19.json
+++ b/batches/s19.json
@@ -7017,7 +7017,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "S19",
     "status": "Active",
@@ -7234,7 +7234,7 @@
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/7515f83e50e3f52a5cd34355a67ae58ba87c3724.png",
     "website": "https://cocopago.app",
-    "all_locations": "New York, NY, USA; Remote",
+    "all_locations": "New York, NY, USA; San Francisco, CA, USA; Remote",
     "long_description": "Send, spend, save, and earn money via stablecoins. \r\n",
     "one_liner": "Web3 super app for remittances to Latin America.",
     "team_size": 50,
diff --git a/batches/s19/coco-wallet.json b/batches/s19/coco-wallet.json
index 2905f58a..6507c8c0 100644
--- a/batches/s19/coco-wallet.json
+++ b/batches/s19/coco-wallet.json
@@ -7,7 +7,7 @@
   ],
   "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/7515f83e50e3f52a5cd34355a67ae58ba87c3724.png",
   "website": "https://cocopago.app",
-  "all_locations": "New York, NY, USA; Remote",
+  "all_locations": "New York, NY, USA; San Francisco, CA, USA; Remote",
   "long_description": "Send, spend, save, and earn money via stablecoins. \r\n",
   "one_liner": "Web3 super app for remittances to Latin America.",
   "team_size": 50,
diff --git a/batches/s19/curri.json b/batches/s19/curri.json
index fe466552..19c10fc5 100644
--- a/batches/s19/curri.json
+++ b/batches/s19/curri.json
@@ -24,7 +24,7 @@
   ],
   "tags_highlighted": [],
   "top_company": false,
-  "isHiring": true,
+  "isHiring": false,
   "nonprofit": false,
   "batch": "S19",
   "status": "Active",
diff --git a/batches/s20.json b/batches/s20.json
index 3e011634..e97d4d4e 100644
--- a/batches/s20.json
+++ b/batches/s20.json
@@ -3982,7 +3982,8 @@
     "name": "Blissway",
     "slug": "blissway",
     "former_names": [
-      "Blissway"
+      "Blissway",
+      "BLISSWAY"
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/41fb64af0fedc089c69c9af82b6619dfece6ffd3.png",
     "website": "https://www.blissway.com/",
@@ -6890,7 +6891,7 @@
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/66941efea1bbb96c0037b8eb01cd10d72092895c.png",
     "website": "https://joinformal.com",
-    "all_locations": "San Francisco, CA, USA; Remote",
+    "all_locations": "San Francisco, CA, USA; New York, NY, USA; Remote",
     "long_description": "",
     "one_liner": "Take control of your data in real-time.",
     "team_size": 10,
diff --git a/batches/s20/blissway.json b/batches/s20/blissway.json
index 25f515b8..535f38df 100644
--- a/batches/s20/blissway.json
+++ b/batches/s20/blissway.json
@@ -3,7 +3,8 @@
   "name": "Blissway",
   "slug": "blissway",
   "former_names": [
-    "Blissway"
+    "Blissway",
+    "BLISSWAY"
   ],
   "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/41fb64af0fedc089c69c9af82b6619dfece6ffd3.png",
   "website": "https://www.blissway.com/",
diff --git a/batches/s20/formal.json b/batches/s20/formal.json
index 41994212..0f604788 100644
--- a/batches/s20/formal.json
+++ b/batches/s20/formal.json
@@ -9,7 +9,7 @@
   ],
   "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/66941efea1bbb96c0037b8eb01cd10d72092895c.png",
   "website": "https://joinformal.com",
-  "all_locations": "San Francisco, CA, USA; Remote",
+  "all_locations": "San Francisco, CA, USA; New York, NY, USA; Remote",
   "long_description": "",
   "one_liner": "Take control of your data in real-time.",
   "team_size": 10,
diff --git a/batches/s22.json b/batches/s22.json
index bdb6000e..252abc72 100644
--- a/batches/s22.json
+++ b/batches/s22.json
@@ -1334,7 +1334,7 @@
     "isHiring": false,
     "nonprofit": false,
     "batch": "S22",
-    "status": "Active",
+    "status": "Inactive",
     "industries": [
       "B2B",
       "Productivity"
@@ -6283,9 +6283,9 @@
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/fcaf96ff05ba04df3210e9778e22967b727fde37.png",
     "website": "https://mintplexlabs.com",
-    "all_locations": "Los Angeles, CA, USA; Remote",
-    "long_description": "Mintplex Labs builds open-source accessible AI applications that make the democratization of LLMs, RAG, Agents, vector databases, and the latest technology to the desktops of the world. Enabling locally running LLMs with built-in tooling and zero code.\r\n\r\nCurrent tools are:\r\nAnythingLLM (https://github.com/Mintplex-Labs/anything-llm)\r\nVectorAdmin (https://github.com/Mintplex-Labs/vector-admin)",
-    "one_liner": "Building accessible local AI.",
+    "all_locations": "Irvine, CA, USA; Remote",
+    "long_description": "Mintplex Labs builds AnythingLLM, an all-in-one desktop AI application that handles everything an LLM should do to increase your productivity while remaining fully private. \r\n\r\nCurrent tools are:\r\nAnythingLLM (https://github.com/Mintplex-Labs/anything-llm)\r\nVectorAdmin (https://github.com/Mintplex-Labs/vector-admin)",
+    "one_liner": "Building the all-in-one private desktop AI assistant",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -6294,11 +6294,9 @@
     "subindustry": "Consumer",
     "launched_at": 1652840561,
     "tags": [
-      "Consumer",
-      "B2B",
-      "Productivity",
+      "Artificial Intelligence",
       "Open Source",
-      "AI"
+      "AI Assistant"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -9385,11 +9383,11 @@
     "subindustry": "B2B",
     "launched_at": 1655587130,
     "tags": [
+      "Artificial Intelligence",
       "Machine Learning",
       "SaaS",
       "B2B",
-      "Enterprise",
-      "AI"
+      "Enterprise"
     ],
     "tags_highlighted": [],
     "top_company": false,
diff --git a/batches/s22/dialect-2.json b/batches/s22/dialect-2.json
index 221ebb39..9ddbfaf4 100644
--- a/batches/s22/dialect-2.json
+++ b/batches/s22/dialect-2.json
@@ -28,7 +28,7 @@
   "isHiring": false,
   "nonprofit": false,
   "batch": "S22",
-  "status": "Active",
+  "status": "Inactive",
   "industries": [
     "B2B",
     "Productivity"
diff --git a/batches/s22/lancey.json b/batches/s22/lancey.json
index a945aa6e..c6a9333e 100644
--- a/batches/s22/lancey.json
+++ b/batches/s22/lancey.json
@@ -16,11 +16,11 @@
   "subindustry": "B2B",
   "launched_at": 1655587130,
   "tags": [
+    "Artificial Intelligence",
     "Machine Learning",
     "SaaS",
     "B2B",
-    "Enterprise",
-    "AI"
+    "Enterprise"
   ],
   "tags_highlighted": [],
   "top_company": false,
diff --git a/batches/s22/mintplex-labs.json b/batches/s22/mintplex-labs.json
index b64677d1..e8757e98 100644
--- a/batches/s22/mintplex-labs.json
+++ b/batches/s22/mintplex-labs.json
@@ -10,9 +10,9 @@
   ],
   "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/fcaf96ff05ba04df3210e9778e22967b727fde37.png",
   "website": "https://mintplexlabs.com",
-  "all_locations": "Los Angeles, CA, USA; Remote",
-  "long_description": "Mintplex Labs builds open-source accessible AI applications that make the democratization of LLMs, RAG, Agents, vector databases, and the latest technology to the desktops of the world. Enabling locally running LLMs with built-in tooling and zero code.\r\n\r\nCurrent tools are:\r\nAnythingLLM (https://github.com/Mintplex-Labs/anything-llm)\r\nVectorAdmin (https://github.com/Mintplex-Labs/vector-admin)",
-  "one_liner": "Building accessible local AI.",
+  "all_locations": "Irvine, CA, USA; Remote",
+  "long_description": "Mintplex Labs builds AnythingLLM, an all-in-one desktop AI application that handles everything an LLM should do to increase your productivity while remaining fully private. \r\n\r\nCurrent tools are:\r\nAnythingLLM (https://github.com/Mintplex-Labs/anything-llm)\r\nVectorAdmin (https://github.com/Mintplex-Labs/vector-admin)",
+  "one_liner": "Building the all-in-one private desktop AI assistant",
   "team_size": 3,
   "highlight_black": false,
   "highlight_latinx": false,
@@ -21,11 +21,9 @@
   "subindustry": "Consumer",
   "launched_at": 1652840561,
   "tags": [
-    "Consumer",
-    "B2B",
-    "Productivity",
+    "Artificial Intelligence",
     "Open Source",
-    "AI"
+    "AI Assistant"
   ],
   "tags_highlighted": [],
   "top_company": false,
diff --git a/batches/s23.json b/batches/s23.json
index 6734b93b..7be8668a 100644
--- a/batches/s23.json
+++ b/batches/s23.json
@@ -686,7 +686,7 @@
     "highlight_latinx": false,
     "highlight_women": false,
     "industry": "B2B",
-    "subindustry": "B2B -> Infrastructure",
+    "subindustry": "B2B -> Security",
     "launched_at": 1689618282,
     "tags": [
       "Security",
@@ -697,7 +697,7 @@
     "isHiring": false,
     "nonprofit": false,
     "batch": "S23",
-    "status": "Active",
+    "status": "Inactive",
     "industries": [
       "B2B",
       "Security"
@@ -2141,7 +2141,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "S23",
     "status": "Active",
@@ -3694,7 +3694,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "We use generative AI to call insurance on behalf of healthcare clinics. We save clinics up to 40 hours of calls every week over existing outsourced human solutions. \r\n\r\nCompared to the existing solutions for benefits verifications: \r\n- We're faster -- by default, we have a turnaround of 24 hours compared to typically a 3 day turnaround for competitors\r\n- We can reach more payors -- as long as they have a phone line, we can support calling them for benefits. There's quite a few payors in both medical and dental (e.g. Seledent) that have yet to offer a digital retrieval of benefits\r\n- We're reliable and consistent -- there is no person-to-person variation or question skipping when it comes to working with software\r\n",
     "one_liner": "Using generative AI to call insurance for healthcare clinics",
-    "team_size": 2,
+    "team_size": 4,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": false,
@@ -3702,11 +3702,11 @@
     "subindustry": "Healthcare -> Healthcare IT",
     "launched_at": 1689790147,
     "tags": [
-      "Artificial Intelligence",
       "SaaS",
       "B2B",
       "Healthcare IT",
-      "Billing"
+      "Billing",
+      "AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -5358,11 +5358,11 @@
     "subindustry": "B2B -> Engineering, Product and Design",
     "launched_at": 1688142176,
     "tags": [
+      "Artificial Intelligence",
       "Developer Tools",
       "DevSecOps",
       "Machine Learning",
-      "Open Source",
-      "AI"
+      "Open Source"
     ],
     "tags_highlighted": [],
     "top_company": false,
diff --git a/batches/s23/continue.json b/batches/s23/continue.json
index e643b124..9541d0ba 100644
--- a/batches/s23/continue.json
+++ b/batches/s23/continue.json
@@ -16,11 +16,11 @@
   "subindustry": "B2B -> Engineering, Product and Design",
   "launched_at": 1688142176,
   "tags": [
+    "Artificial Intelligence",
     "Developer Tools",
     "DevSecOps",
     "Machine Learning",
-    "Open Source",
-    "AI"
+    "Open Source"
   ],
   "tags_highlighted": [],
   "top_company": false,
diff --git a/batches/s23/craftwork.json b/batches/s23/craftwork.json
index 51c003f4..74226503 100644
--- a/batches/s23/craftwork.json
+++ b/batches/s23/craftwork.json
@@ -22,7 +22,7 @@
   ],
   "tags_highlighted": [],
   "top_company": false,
-  "isHiring": true,
+  "isHiring": false,
   "nonprofit": false,
   "batch": "S23",
   "status": "Active",
diff --git a/batches/s23/health-harbor.json b/batches/s23/health-harbor.json
index 36e72f79..ae5b4fcc 100644
--- a/batches/s23/health-harbor.json
+++ b/batches/s23/health-harbor.json
@@ -8,7 +8,7 @@
   "all_locations": "San Francisco, CA, USA",
   "long_description": "We use generative AI to call insurance on behalf of healthcare clinics. We save clinics up to 40 hours of calls every week over existing outsourced human solutions. \r\n\r\nCompared to the existing solutions for benefits verifications: \r\n- We're faster -- by default, we have a turnaround of 24 hours compared to typically a 3 day turnaround for competitors\r\n- We can reach more payors -- as long as they have a phone line, we can support calling them for benefits. There's quite a few payors in both medical and dental (e.g. Seledent) that have yet to offer a digital retrieval of benefits\r\n- We're reliable and consistent -- there is no person-to-person variation or question skipping when it comes to working with software\r\n",
   "one_liner": "Using generative AI to call insurance for healthcare clinics",
-  "team_size": 2,
+  "team_size": 4,
   "highlight_black": false,
   "highlight_latinx": false,
   "highlight_women": false,
@@ -16,11 +16,11 @@
   "subindustry": "Healthcare -> Healthcare IT",
   "launched_at": 1689790147,
   "tags": [
-    "Artificial Intelligence",
     "SaaS",
     "B2B",
     "Healthcare IT",
-    "Billing"
+    "Billing",
+    "AI"
   ],
   "tags_highlighted": [],
   "top_company": false,
diff --git a/batches/s23/xeol.json b/batches/s23/xeol.json
index e6ba1b29..38d7f947 100644
--- a/batches/s23/xeol.json
+++ b/batches/s23/xeol.json
@@ -13,7 +13,7 @@
   "highlight_latinx": false,
   "highlight_women": false,
   "industry": "B2B",
-  "subindustry": "B2B -> Infrastructure",
+  "subindustry": "B2B -> Security",
   "launched_at": 1689618282,
   "tags": [
     "Security",
@@ -24,7 +24,7 @@
   "isHiring": false,
   "nonprofit": false,
   "batch": "S23",
-  "status": "Active",
+  "status": "Inactive",
   "industries": [
     "B2B",
     "Security"
diff --git a/batches/s24.json b/batches/s24.json
index 6d812cd2..8f5300b4 100644
--- a/batches/s24.json
+++ b/batches/s24.json
@@ -1068,7 +1068,7 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/a67c33e0e1229416643c3c04c56495e10ccaea0a.png",
     "website": "https://www.cheersreviews.com",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Cheers is building the operating system for in-person businesses, bringing the seamless efficiency of an Apple Store to every local service. We're starting with NFC-enabled employee badges that solve immediate pain points: collecting reviews, attributing customer interactions, and tracking performance. Our customers 5-10x their monthly Google Reviews.\r\n\r\n\r\n\r\n- Imagine walking into any local business and experiencing the smoothness of an Apple Store: roaming checkouts, instant transactions, and personalized service - all from a tap on an employee's phone. That's the future we're creating. Our badges are the first step towards a fully integrated, frictionless system for in-person operations.\r\n\r\n\r\n\r\nMost tech ignores field workers. We're fixing that. We're digitizing all operations for local services - from home repairs to restaurants. Our vision: tap your phone anywhere to close a sale, leave a review, or verify service, making every interaction as smooth as buying the latest iPhone.\r\n\r\n\r\n\r\n- We have 30 paying customers, including one enterprise pilot. MRR grew from $1,400 to $4,750 in two months. We've processed over 3,000 reviews.\r\n\r\n\r\n\r\nFounded by Dylan Allen and Ernesto Valencia, CS grads from BYU with experience at Microsoft and Amazon. We're expanding into scheduling, payments, and full workforce management. Our goal: become the central platform for in-person work, serving millions of field employees and revolutionizing how local businesses operate.",
+    "long_description": "Cheers is building the operating system for in-person businesses, bringing the seamless efficiency of an Apple Store to every local service. We're starting with NFC-enabled employee badges that solve immediate pain points: collecting reviews, accepting payments, attributing customer interactions, and tracking performance. Our customers 5-10x their monthly Google Reviews.\r\n\r\n\r\n\r\n- Imagine walking into any local business and experiencing the smoothness of an Apple Store: roaming checkouts, instant transactions, and personalized service - all from a tap on an employee's phone. That's the future we're creating. Our badges are the first step towards a fully integrated, frictionless system for in-person operations.\r\n\r\n\r\n\r\nMost tech ignores field workers. We're fixing that. We're digitizing all operations for local services - from home repairs to restaurants. Our vision: tap your phone anywhere to close a sale, leave a review, or verify service, making every interaction as smooth as buying the latest iPhone.\r\n\r\n\r\n\r\n- We have over 30 paying customers, including one enterprise pilot. MRR grew from $1,400 to ~$5,000 in two months. We've processed over 3,000 reviews.\r\n\r\n\r\n\r\nFounded by Dylan Allen and Ernesto Valencia, CS grads from BYU with experience at Microsoft and Amazon. We're expanding into scheduling, payments, and full workforce management. Our goal: become the central platform for in-person work, serving millions of field employees and revolutionizing how local businesses operate.",
     "one_liner": "The super-app for in-person employee management",
     "team_size": 2,
     "highlight_black": false,
@@ -2167,6 +2167,50 @@
     "url": "https://www.ycombinator.com/companies/clara",
     "api": "https://yc-oss.github.io/api/batches/s24/clara.json"
   },
+  {
+    "id": 29644,
+    "name": "VideoGen",
+    "slug": "videogen",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/67133b6c1025c9a5557fc657b87ed61ad2b540c5.png",
+    "website": "https://videogen.io",
+    "all_locations": "San Francisco, CA, USA",
+    "long_description": "VideoGen makes it easy for anyone to create professional, copyright-free videos in seconds. Today, we serve thousands of customers, from individuals and small businesses to teams at Google and ByteDance.\r\n\r\nMaking videos is hard, time-consuming, and expensive if you hire someone to do it for you. With VideoGen, it only takes a few clicks!",
+    "one_liner": "Generate professional videos in seconds",
+    "team_size": 3,
+    "highlight_black": true,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "B2B",
+    "subindustry": "B2B",
+    "launched_at": 1725431613,
+    "tags": [
+      "Artificial Intelligence",
+      "Generative AI",
+      "SaaS",
+      "Video"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "S24",
+    "status": "Active",
+    "industries": [
+      "B2B"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": true,
+    "url": "https://www.ycombinator.com/companies/videogen",
+    "api": "https://yc-oss.github.io/api/batches/s24/videogen.json"
+  },
   {
     "id": 29645,
     "name": "Phonely",
@@ -3011,7 +3055,7 @@
     "subindustry": "B2B",
     "launched_at": 1724580560,
     "tags": [
-      "Fintech",
+      "Artificial Intelligence",
       "Health Tech",
       "B2B",
       "Healthcare",
@@ -3229,7 +3273,7 @@
     "website": "https://www.deepsim.io",
     "all_locations": "Mountain View, CA, USA",
     "long_description": "DeepSim is building an AI-accelerated 3D physics simulator that runs 1000X faster than existing FEM tools, speeding up complex simulations from days to minutes. DeepSim was founded by Stanford PhDs with expertise in thermal modeling of semiconductor devices & circuits, and GPU-accelerated solvers.\r\n",
-    "one_liner": "AI-accelerated multi-physics simulations",
+    "one_liner": "An AI physics simulator for AI chip design",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -3238,8 +3282,8 @@
     "subindustry": "B2B -> Productivity",
     "launched_at": 1723754775,
     "tags": [
-      "B2B",
-      "AI"
+      "Artificial Intelligence",
+      "B2B"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -6729,54 +6773,6 @@
     "url": "https://www.ycombinator.com/companies/ember-robotics",
     "api": "https://yc-oss.github.io/api/batches/s24/ember-robotics.json"
   },
-  {
-    "id": 29769,
-    "name": "Pinnacle",
-    "slug": "pinnacle",
-    "former_names": [
-      "InsightForge"
-    ],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/b466ed207f7ecd72989b10237037b204765513f2.png",
-    "website": "https://trypinnacle.app/",
-    "all_locations": "San Francisco, CA, USA",
-    "long_description": "Meet Pinnacle: The Future of SMS Marketing 📲\r\n\r\nPinnacle is the next generation of SMS marketing, created to overcome the design and engagement limitations of traditional SMS while still being in your native messaging apps on iOS and Android. We improve SMS marketing to drive higher ROI by providing businesses access to RCS Business Messaging (RBM) for rich, interactive content and branding like custom business headers, shoppable carousels, quick response buttons, and detailed analytics (including read receipts!). \r\n\r\nInterested in learning more? \r\n\r\nIf you or someone you know in e-commerce or at a marketing agency for e-commerce wants to increase sales with the next era of SMS marketing, reach out to us for a demo!\r\n\r\n- Email founders@trypinnacle.app OR\r\n- Text (870) 897 7103 OR\r\n- Book a 15 minute meeting: https://calendly.com/founders-at-pinnacle/discovery",
-    "one_liner": "Next Generation SMS Marketing",
-    "team_size": 2,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "B2B",
-    "subindustry": "B2B -> Engineering, Product and Design",
-    "launched_at": 1725406476,
-    "tags": [
-      "B2B",
-      "E-commerce",
-      "Marketing",
-      "SMS",
-      "AI"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "S24",
-    "status": "Active",
-    "industries": [
-      "B2B",
-      "Marketing"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/pinnacle",
-    "api": "https://yc-oss.github.io/api/batches/s24/pinnacle.json"
-  },
   {
     "id": 29770,
     "name": "Intryc",
@@ -7103,9 +7099,11 @@
     "subindustry": "B2B",
     "launched_at": 1723170275,
     "tags": [
+      "Artificial Intelligence",
+      "Generative AI",
+      "B2B",
       "Compliance",
-      "Insurance",
-      "AI"
+      "Insurance"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -7320,7 +7318,7 @@
     "website": "https://guardianrf.com/",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "Cost-Effective Drone Detection and Signal Intelligence for 21st- Century Peacekeeping. ",
-    "one_liner": "Context-specific drone detection and signal intel for US defense. ",
+    "one_liner": "Drone detection and signal intelligence for US defense. ",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -8052,7 +8050,7 @@
     "website": "https://zigma.io",
     "all_locations": "San Francisco, CA, USA; Remote",
     "long_description": "We began with an open-source library for React developers that enables them to create beautiful and accessible interfaces (NextUI). We are now building a complete frontend-as-a-service platform to make building the frontend part of products easier, allowing teams to focus more on their product and less on design systems and frontend complexities (zigma.io).",
-    "one_liner": "Open-source design system creation & management platform.",
+    "one_liner": "Design system creation & management platform.",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": true,
@@ -9027,11 +9025,11 @@
     "subindustry": "Unspecified",
     "launched_at": 1724988357,
     "tags": [
-      "Artificial Intelligence",
+      "Consumer",
       "Productivity",
       "Mental Health",
-      "Conversational AI",
-      "AI Assistant"
+      "AI",
+      "Conversational AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -11218,7 +11216,7 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/3b03e14b8a7d809f05b6579c758dc4fbbe6ff821.png",
     "website": "https://www.dreamrp.com/",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.",
+    "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.\r\n\r\nAI roleplaying is ravenously popular, but no existing platform focuses on the most impactful component of the experience: the creators who make the characters. With a more ethical implementation of AI and the right creation and monetization features, DreamRP has unlocked AI roleplaying for the most talented and successful creators.",
     "one_liner": "Character AI meets Patreon",
     "team_size": 2,
     "highlight_black": false,
diff --git a/batches/s24/cheers-2.json b/batches/s24/cheers-2.json
index aa65957a..76c2db01 100644
--- a/batches/s24/cheers-2.json
+++ b/batches/s24/cheers-2.json
@@ -6,7 +6,7 @@
   "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/a67c33e0e1229416643c3c04c56495e10ccaea0a.png",
   "website": "https://www.cheersreviews.com",
   "all_locations": "San Francisco, CA, USA",
-  "long_description": "Cheers is building the operating system for in-person businesses, bringing the seamless efficiency of an Apple Store to every local service. We're starting with NFC-enabled employee badges that solve immediate pain points: collecting reviews, attributing customer interactions, and tracking performance. Our customers 5-10x their monthly Google Reviews.\r\n\r\n\r\n\r\n- Imagine walking into any local business and experiencing the smoothness of an Apple Store: roaming checkouts, instant transactions, and personalized service - all from a tap on an employee's phone. That's the future we're creating. Our badges are the first step towards a fully integrated, frictionless system for in-person operations.\r\n\r\n\r\n\r\nMost tech ignores field workers. We're fixing that. We're digitizing all operations for local services - from home repairs to restaurants. Our vision: tap your phone anywhere to close a sale, leave a review, or verify service, making every interaction as smooth as buying the latest iPhone.\r\n\r\n\r\n\r\n- We have 30 paying customers, including one enterprise pilot. MRR grew from $1,400 to $4,750 in two months. We've processed over 3,000 reviews.\r\n\r\n\r\n\r\nFounded by Dylan Allen and Ernesto Valencia, CS grads from BYU with experience at Microsoft and Amazon. We're expanding into scheduling, payments, and full workforce management. Our goal: become the central platform for in-person work, serving millions of field employees and revolutionizing how local businesses operate.",
+  "long_description": "Cheers is building the operating system for in-person businesses, bringing the seamless efficiency of an Apple Store to every local service. We're starting with NFC-enabled employee badges that solve immediate pain points: collecting reviews, accepting payments, attributing customer interactions, and tracking performance. Our customers 5-10x their monthly Google Reviews.\r\n\r\n\r\n\r\n- Imagine walking into any local business and experiencing the smoothness of an Apple Store: roaming checkouts, instant transactions, and personalized service - all from a tap on an employee's phone. That's the future we're creating. Our badges are the first step towards a fully integrated, frictionless system for in-person operations.\r\n\r\n\r\n\r\nMost tech ignores field workers. We're fixing that. We're digitizing all operations for local services - from home repairs to restaurants. Our vision: tap your phone anywhere to close a sale, leave a review, or verify service, making every interaction as smooth as buying the latest iPhone.\r\n\r\n\r\n\r\n- We have over 30 paying customers, including one enterprise pilot. MRR grew from $1,400 to ~$5,000 in two months. We've processed over 3,000 reviews.\r\n\r\n\r\n\r\nFounded by Dylan Allen and Ernesto Valencia, CS grads from BYU with experience at Microsoft and Amazon. We're expanding into scheduling, payments, and full workforce management. Our goal: become the central platform for in-person work, serving millions of field employees and revolutionizing how local businesses operate.",
   "one_liner": "The super-app for in-person employee management",
   "team_size": 2,
   "highlight_black": false,
diff --git a/batches/s24/deepsim-inc.json b/batches/s24/deepsim-inc.json
index 7a3c1228..e1c5e904 100644
--- a/batches/s24/deepsim-inc.json
+++ b/batches/s24/deepsim-inc.json
@@ -7,7 +7,7 @@
   "website": "https://www.deepsim.io",
   "all_locations": "Mountain View, CA, USA",
   "long_description": "DeepSim is building an AI-accelerated 3D physics simulator that runs 1000X faster than existing FEM tools, speeding up complex simulations from days to minutes. DeepSim was founded by Stanford PhDs with expertise in thermal modeling of semiconductor devices & circuits, and GPU-accelerated solvers.\r\n",
-  "one_liner": "AI-accelerated multi-physics simulations",
+  "one_liner": "An AI physics simulator for AI chip design",
   "team_size": 3,
   "highlight_black": false,
   "highlight_latinx": false,
@@ -16,8 +16,8 @@
   "subindustry": "B2B -> Productivity",
   "launched_at": 1723754775,
   "tags": [
-    "B2B",
-    "AI"
+    "Artificial Intelligence",
+    "B2B"
   ],
   "tags_highlighted": [],
   "top_company": false,
diff --git a/batches/s24/dreamrp.json b/batches/s24/dreamrp.json
index 37461da8..e14c2923 100644
--- a/batches/s24/dreamrp.json
+++ b/batches/s24/dreamrp.json
@@ -6,7 +6,7 @@
   "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/3b03e14b8a7d809f05b6579c758dc4fbbe6ff821.png",
   "website": "https://www.dreamrp.com/",
   "all_locations": "San Francisco, CA, USA",
-  "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.",
+  "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.\r\n\r\nAI roleplaying is ravenously popular, but no existing platform focuses on the most impactful component of the experience: the creators who make the characters. With a more ethical implementation of AI and the right creation and monetization features, DreamRP has unlocked AI roleplaying for the most talented and successful creators.",
   "one_liner": "Character AI meets Patreon",
   "team_size": 2,
   "highlight_black": false,
diff --git a/batches/s24/focus-buddy.json b/batches/s24/focus-buddy.json
index a7a1b77e..7082b806 100644
--- a/batches/s24/focus-buddy.json
+++ b/batches/s24/focus-buddy.json
@@ -16,11 +16,11 @@
   "subindustry": "Unspecified",
   "launched_at": 1724988357,
   "tags": [
-    "Artificial Intelligence",
+    "Consumer",
     "Productivity",
     "Mental Health",
-    "Conversational AI",
-    "AI Assistant"
+    "AI",
+    "Conversational AI"
   ],
   "tags_highlighted": [],
   "top_company": false,
diff --git a/batches/s24/guardian-rf.json b/batches/s24/guardian-rf.json
index 2941543e..4e6f818c 100644
--- a/batches/s24/guardian-rf.json
+++ b/batches/s24/guardian-rf.json
@@ -7,7 +7,7 @@
   "website": "https://guardianrf.com/",
   "all_locations": "San Francisco, CA, USA",
   "long_description": "Cost-Effective Drone Detection and Signal Intelligence for 21st- Century Peacekeeping. ",
-  "one_liner": "Context-specific drone detection and signal intel for US defense. ",
+  "one_liner": "Drone detection and signal intelligence for US defense. ",
   "team_size": 3,
   "highlight_black": false,
   "highlight_latinx": false,
diff --git a/batches/s24/praxos.json b/batches/s24/praxos.json
index 6188b932..135eb1cc 100644
--- a/batches/s24/praxos.json
+++ b/batches/s24/praxos.json
@@ -18,9 +18,11 @@
   "subindustry": "B2B",
   "launched_at": 1723170275,
   "tags": [
+    "Artificial Intelligence",
+    "Generative AI",
+    "B2B",
     "Compliance",
-    "Insurance",
-    "AI"
+    "Insurance"
   ],
   "tags_highlighted": [],
   "top_company": false,
diff --git a/batches/s24/videogen.json b/batches/s24/videogen.json
new file mode 100644
index 00000000..b83f9818
--- /dev/null
+++ b/batches/s24/videogen.json
@@ -0,0 +1,44 @@
+{
+  "id": 29644,
+  "name": "VideoGen",
+  "slug": "videogen",
+  "former_names": [],
+  "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/67133b6c1025c9a5557fc657b87ed61ad2b540c5.png",
+  "website": "https://videogen.io",
+  "all_locations": "San Francisco, CA, USA",
+  "long_description": "VideoGen makes it easy for anyone to create professional, copyright-free videos in seconds. Today, we serve thousands of customers, from individuals and small businesses to teams at Google and ByteDance.\r\n\r\nMaking videos is hard, time-consuming, and expensive if you hire someone to do it for you. With VideoGen, it only takes a few clicks!",
+  "one_liner": "Generate professional videos in seconds",
+  "team_size": 3,
+  "highlight_black": true,
+  "highlight_latinx": false,
+  "highlight_women": false,
+  "industry": "B2B",
+  "subindustry": "B2B",
+  "launched_at": 1725431613,
+  "tags": [
+    "Artificial Intelligence",
+    "Generative AI",
+    "SaaS",
+    "Video"
+  ],
+  "tags_highlighted": [],
+  "top_company": false,
+  "isHiring": false,
+  "nonprofit": false,
+  "batch": "S24",
+  "status": "Active",
+  "industries": [
+    "B2B"
+  ],
+  "regions": [
+    "United States of America",
+    "America / Canada"
+  ],
+  "stage": "Early",
+  "app_video_public": false,
+  "demo_day_video_public": false,
+  "app_answers": null,
+  "question_answers": true,
+  "url": "https://www.ycombinator.com/companies/videogen",
+  "api": "https://yc-oss.github.io/api/batches/s24/videogen.json"
+}
diff --git a/batches/s24/willow.json b/batches/s24/willow.json
index e40cf9ac..e68d1ca6 100644
--- a/batches/s24/willow.json
+++ b/batches/s24/willow.json
@@ -16,7 +16,7 @@
   "subindustry": "B2B",
   "launched_at": 1724580560,
   "tags": [
-    "Fintech",
+    "Artificial Intelligence",
     "Health Tech",
     "B2B",
     "Healthcare",
diff --git a/batches/s24/zigma-by-nextui.json b/batches/s24/zigma-by-nextui.json
index 6fb109f7..10fb4388 100644
--- a/batches/s24/zigma-by-nextui.json
+++ b/batches/s24/zigma-by-nextui.json
@@ -9,7 +9,7 @@
   "website": "https://zigma.io",
   "all_locations": "San Francisco, CA, USA; Remote",
   "long_description": "We began with an open-source library for React developers that enables them to create beautiful and accessible interfaces (NextUI). We are now building a complete frontend-as-a-service platform to make building the frontend part of products easier, allowing teams to focus more on their product and less on design systems and frontend complexities (zigma.io).",
-  "one_liner": "Open-source design system creation & management platform.",
+  "one_liner": "Design system creation & management platform.",
   "team_size": 3,
   "highlight_black": false,
   "highlight_latinx": true,
diff --git a/batches/w17.json b/batches/w17.json
index 15a7a814..8a42831d 100644
--- a/batches/w17.json
+++ b/batches/w17.json
@@ -1119,7 +1119,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "W17",
     "status": "Active",
diff --git a/batches/w17/extern.json b/batches/w17/extern.json
index 6eeffb58..ee8d9e45 100644
--- a/batches/w17/extern.json
+++ b/batches/w17/extern.json
@@ -24,7 +24,7 @@
   ],
   "tags_highlighted": [],
   "top_company": false,
-  "isHiring": true,
+  "isHiring": false,
   "nonprofit": false,
   "batch": "W17",
   "status": "Active",
diff --git a/batches/w20.json b/batches/w20.json
index 1645acef..f44aeb64 100644
--- a/batches/w20.json
+++ b/batches/w20.json
@@ -6337,7 +6337,7 @@
       "Remote",
       "Fully Remote"
     ],
-    "stage": "Early",
+    "stage": "Growth",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
diff --git a/batches/w20/vital.json b/batches/w20/vital.json
index 4d04c9ce..15a34b6b 100644
--- a/batches/w20/vital.json
+++ b/batches/w20/vital.json
@@ -39,7 +39,7 @@
     "Remote",
     "Fully Remote"
   ],
-  "stage": "Early",
+  "stage": "Growth",
   "app_video_public": false,
   "demo_day_video_public": false,
   "app_answers": null,
diff --git a/batches/w21.json b/batches/w21.json
index aec8a33d..8061d85a 100644
--- a/batches/w21.json
+++ b/batches/w21.json
@@ -2580,7 +2580,7 @@
     "former_names": [],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/640f26537f8b5dd95cdf6d6556434583b3097c60.png",
     "website": "https://fluxauto.xyz",
-    "all_locations": "Houston, TX, USA",
+    "all_locations": "Houston, TX, USA; Bengaluru, KA, India",
     "long_description": "Flux Auto is building autonomous mobility technology to fully automate the movement and operation of vehicles in any environment and for any application. Using Flux's solutions customers can reduce their dependency on human drivers, while also increasing productivity and reducing operating costs. \r\n\r\nFlux is currently deploying in warehouses, farms and mines.",
     "one_liner": "Autonomous Mobility for Any Application",
     "team_size": 56,
@@ -2609,7 +2609,9 @@
     ],
     "regions": [
       "United States of America",
+      "India",
       "America / Canada",
+      "South Asia",
       "Remote",
       "Partly Remote"
     ],
@@ -9952,7 +9954,7 @@
       "Canada",
       "America / Canada"
     ],
-    "stage": "Early",
+    "stage": "Growth",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
diff --git a/batches/w21/flux-auto.json b/batches/w21/flux-auto.json
index ccb1bcad..0dbf3f5c 100644
--- a/batches/w21/flux-auto.json
+++ b/batches/w21/flux-auto.json
@@ -5,7 +5,7 @@
   "former_names": [],
   "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/640f26537f8b5dd95cdf6d6556434583b3097c60.png",
   "website": "https://fluxauto.xyz",
-  "all_locations": "Houston, TX, USA",
+  "all_locations": "Houston, TX, USA; Bengaluru, KA, India",
   "long_description": "Flux Auto is building autonomous mobility technology to fully automate the movement and operation of vehicles in any environment and for any application. Using Flux's solutions customers can reduce their dependency on human drivers, while also increasing productivity and reducing operating costs. \r\n\r\nFlux is currently deploying in warehouses, farms and mines.",
   "one_liner": "Autonomous Mobility for Any Application",
   "team_size": 56,
@@ -34,7 +34,9 @@
   ],
   "regions": [
     "United States of America",
+    "India",
     "America / Canada",
+    "South Asia",
     "Remote",
     "Partly Remote"
   ],
diff --git a/batches/w21/phoenix.json b/batches/w21/phoenix.json
index 888b3dcf..513f117f 100644
--- a/batches/w21/phoenix.json
+++ b/batches/w21/phoenix.json
@@ -35,7 +35,7 @@
     "Canada",
     "America / Canada"
   ],
-  "stage": "Early",
+  "stage": "Growth",
   "app_video_public": false,
   "demo_day_video_public": false,
   "app_answers": null,
diff --git a/batches/w22.json b/batches/w22.json
index 6aa2d46c..02b34ff8 100644
--- a/batches/w22.json
+++ b/batches/w22.json
@@ -13453,7 +13453,9 @@
     "id": 25907,
     "name": "Joon Health",
     "slug": "joon-health",
-    "former_names": [],
+    "former_names": [
+      "Joon"
+    ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/2c143cc41cce3030b961ba7a83dcc56ee602bd4f.png",
     "website": "https://joonhealth.co",
     "all_locations": "San Francisco, CA, USA; Oakland, CA, USA",
diff --git a/batches/w22/joon-health.json b/batches/w22/joon-health.json
index eb853113..3169ee80 100644
--- a/batches/w22/joon-health.json
+++ b/batches/w22/joon-health.json
@@ -2,7 +2,9 @@
   "id": 25907,
   "name": "Joon Health",
   "slug": "joon-health",
-  "former_names": [],
+  "former_names": [
+    "Joon"
+  ],
   "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/2c143cc41cce3030b961ba7a83dcc56ee602bd4f.png",
   "website": "https://joonhealth.co",
   "all_locations": "San Francisco, CA, USA; Oakland, CA, USA",
diff --git a/batches/w23.json b/batches/w23.json
index f26e36bf..312afc3d 100644
--- a/batches/w23.json
+++ b/batches/w23.json
@@ -7139,8 +7139,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/860789e4b5347ff0d9c534e39f80af9c01143ab3.png",
     "website": "https://www.hadrius.com",
     "all_locations": "New York, NY, USA",
-    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $250B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
-    "one_liner": "The Financial Compliance Copilot",
+    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $400B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
+    "one_liner": "Effortless Financial Compliance",
     "team_size": 9,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -7149,11 +7149,11 @@
     "subindustry": "Fintech -> Asset Management",
     "launched_at": 1668714980,
     "tags": [
-      "Artificial Intelligence",
       "SaaS",
       "B2B",
       "Compliance",
-      "Regtech"
+      "Regtech",
+      "AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -7871,15 +7871,15 @@
   },
   {
     "id": 27965,
-    "name": "keyval",
-    "slug": "keyval",
+    "name": "Odigos",
+    "slug": "odigos",
     "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/01789500d10ff2ef05f798f16209dfd5b1e1f331.png",
-    "website": "https://keyval.dev",
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6519c1c9ffc92217f36449c3d731f02ef19aedb2.png",
+    "website": "https://odigos.io",
     "all_locations": "",
-    "long_description": "Keyval leverages eBPF technology to create an open-source solution that can automatically generate distributed traces for any application without any engineering work.\r\nDevelopers are struggling with extracting and delivering high-quality monitoring data.\r\nCurrently, building a pipeline is a manual process that takes months to implement, is an error-prone process that requires tons of code changes across multiple R&D teams, and demands collaboration.\r\n\r\n",
-    "one_liner": "Open-source codeless monitoring pipeline",
-    "team_size": 6,
+    "long_description": "Odigos leverages eBPF technology to create an open-source solution that can automatically generate distributed traces for any application without any engineering work.\r\nDevelopers are struggling with extracting and delivering high-quality monitoring data.\r\nCurrently, building a pipeline is a manual process that takes months to implement, is an error-prone process that requires tons of code changes across multiple R&D teams, and demands collaboration.\r\n\r\n",
+    "one_liner": "Enterprise-Grade OpenTelemetry",
+    "team_size": 9,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": false,
@@ -7905,8 +7905,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/keyval",
-    "api": "https://yc-oss.github.io/api/batches/w23/keyval.json"
+    "url": "https://www.ycombinator.com/companies/odigos",
+    "api": "https://yc-oss.github.io/api/batches/w23/odigos.json"
   },
   {
     "id": 27966,
@@ -11923,7 +11923,7 @@
     "tags": [],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "W23",
     "status": "Active",
diff --git a/batches/w23/hadrius.json b/batches/w23/hadrius.json
index c87d8d94..eee65a32 100644
--- a/batches/w23/hadrius.json
+++ b/batches/w23/hadrius.json
@@ -8,8 +8,8 @@
   "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/860789e4b5347ff0d9c534e39f80af9c01143ab3.png",
   "website": "https://www.hadrius.com",
   "all_locations": "New York, NY, USA",
-  "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $250B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
-  "one_liner": "The Financial Compliance Copilot",
+  "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $400B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
+  "one_liner": "Effortless Financial Compliance",
   "team_size": 9,
   "highlight_black": false,
   "highlight_latinx": false,
@@ -18,11 +18,11 @@
   "subindustry": "Fintech -> Asset Management",
   "launched_at": 1668714980,
   "tags": [
-    "Artificial Intelligence",
     "SaaS",
     "B2B",
     "Compliance",
-    "Regtech"
+    "Regtech",
+    "AI"
   ],
   "tags_highlighted": [],
   "top_company": false,
diff --git a/batches/w23/odigos.json b/batches/w23/odigos.json
new file mode 100644
index 00000000..098ad1e4
--- /dev/null
+++ b/batches/w23/odigos.json
@@ -0,0 +1,39 @@
+{
+  "id": 27965,
+  "name": "Odigos",
+  "slug": "odigos",
+  "former_names": [],
+  "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6519c1c9ffc92217f36449c3d731f02ef19aedb2.png",
+  "website": "https://odigos.io",
+  "all_locations": "",
+  "long_description": "Odigos leverages eBPF technology to create an open-source solution that can automatically generate distributed traces for any application without any engineering work.\r\nDevelopers are struggling with extracting and delivering high-quality monitoring data.\r\nCurrently, building a pipeline is a manual process that takes months to implement, is an error-prone process that requires tons of code changes across multiple R&D teams, and demands collaboration.\r\n\r\n",
+  "one_liner": "Enterprise-Grade OpenTelemetry",
+  "team_size": 9,
+  "highlight_black": false,
+  "highlight_latinx": false,
+  "highlight_women": false,
+  "industry": "B2B",
+  "subindustry": "B2B -> Infrastructure",
+  "launched_at": 1671024247,
+  "tags": [],
+  "tags_highlighted": [],
+  "top_company": false,
+  "isHiring": true,
+  "nonprofit": false,
+  "batch": "W23",
+  "status": "Active",
+  "industries": [
+    "B2B",
+    "Infrastructure"
+  ],
+  "regions": [
+    "Unspecified"
+  ],
+  "stage": "Early",
+  "app_video_public": false,
+  "demo_day_video_public": false,
+  "app_answers": null,
+  "question_answers": false,
+  "url": "https://www.ycombinator.com/companies/odigos",
+  "api": "https://yc-oss.github.io/api/batches/w23/odigos.json"
+}
diff --git a/batches/w23/vendora.json b/batches/w23/vendora.json
index 227c4034..65e7fbb3 100644
--- a/batches/w23/vendora.json
+++ b/batches/w23/vendora.json
@@ -20,7 +20,7 @@
   "tags": [],
   "tags_highlighted": [],
   "top_company": false,
-  "isHiring": true,
+  "isHiring": false,
   "nonprofit": false,
   "batch": "W23",
   "status": "Active",
diff --git a/batches/w24.json b/batches/w24.json
index a8919960..31cd1058 100644
--- a/batches/w24.json
+++ b/batches/w24.json
@@ -733,14 +733,14 @@
   },
   {
     "id": 29207,
-    "name": "HeyPurple",
-    "slug": "heypurple",
+    "name": "PurplePages",
+    "slug": "purplepages",
     "former_names": [],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/bf22855fa2bcccfa5a6527f46a30a4d6e91069b2.png",
-    "website": "https://www.heypurple.ai/",
+    "website": "https://www.thepurplepages.ai/",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "",
-    "one_liner": "Purple is an AI agent for online local marketplaces.",
+    "one_liner": "Purple is an AI agent for online local marketplace transactions.",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -749,9 +749,9 @@
     "subindustry": "B2B",
     "launched_at": 1707161827,
     "tags": [
+      "Artificial Intelligence",
       "Marketplace",
       "Real Estate",
-      "AI",
       "Conversational AI",
       "AI Assistant"
     ],
@@ -774,8 +774,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/heypurple",
-    "api": "https://yc-oss.github.io/api/batches/w24/heypurple.json"
+    "url": "https://www.ycombinator.com/companies/purplepages",
+    "api": "https://yc-oss.github.io/api/batches/w24/purplepages.json"
   },
   {
     "id": 29226,
@@ -2652,7 +2652,7 @@
     "tags": [],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "W24",
     "status": "Active",
@@ -4564,8 +4564,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6af70add968020435b7e6619f1daf7399205f64b.png",
     "website": "https://www.inquery.ai/",
     "all_locations": "",
-    "long_description": "InQuery is an AI-powered insurance claims management system. We eliminate tedious back office claims admin work like data capture, document management, and claims research so that adjusters can focus on providing world-class service to claimants.",
-    "one_liner": "AI Assistant for Insurance Claims Processing",
+    "long_description": "InQuery is an operating system for the insurance industry built from the ground-up to leverage modern language processing techniques to improve claims handling, policy administration and distribution, and underwriting, starting with the world's first AI-native Claims Management System.\r\n\r\nOur mission is to empower the insurance industry to close the trillion dollar underinsurance gap by expanding the reach and scope of insurance products to cover the emerging risks of the 21st century.",
+    "one_liner": "AI-Native Operating System for the Insurance Industry",
     "team_size": 2,
     "highlight_black": false,
     "highlight_latinx": true,
@@ -4575,8 +4575,8 @@
     "launched_at": 1704737122,
     "tags": [
       "Documents",
+      "Artificial Intelligence",
       "Insurance",
-      "AI",
       "AI Assistant"
     ],
     "tags_highlighted": [],
@@ -5021,10 +5021,10 @@
     "name": "phospho",
     "slug": "phospho",
     "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/25da999aa4a2fad3937c56ced9af091933f43a83.png",
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/18adb73f19cdc6d40006f80186b22f0d0a3b08ff.png",
     "website": "https://phospho.ai",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to monitor interactions with their LLM app and take action.\r\n\r\nWe want to be the Datadog the LLM OS.  Text will be the main mean of communication between humans and computers, and also computers to computers. A tool is needed to analyze these flows in real time.",
+    "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to get answers, take decisions and reduce churn by mining user messages.\r\n\r\nUse phospho to:\r\n- cluster messages or chat sessions\r\n- get user analytics\r\n- setup no code text analytics (LLM detection, sentiment, classifiers,...)\r\n- iterate faster with AB tests\r\n- centralize all your transcripts in one place\r\n\r\nGet started in 3 minutes by uploading a CSV. Integrate the API when convinced.",
     "one_liner": "Open Source Text Analytics for LLM Apps",
     "team_size": 3,
     "highlight_black": false,
@@ -5802,8 +5802,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d3f9546e074addf8f9d38b3d1199ed7484573033.png",
     "website": "https://superagent.sh/",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Superagent is an open-source platform for custom AI-agents that do web research. Companies use us to do better sales, marketing, and project management.\r\n\r\nThe agents can reason, browse the web, and access your files. It's open-source, and it's designed for everyone - not just AI experts.\r\n\r\n🥷 How do companies build their own AI-agents:\r\n- No coding or infrastructure needed: Customize AI-agents using simple markup.\r\n- Integration with Airtable: Ideal for business users.\r\n- API and SDKs: Embed AI-agents into any app or third-party system, e.g. Salesforce.\r\n\r\n🚀 By choosing Superagent, companies can:\r\n- Improve Sales: Gather detailed info about potential customers early on. Focus efforts on those most likely to buy, increasing success rates and saving time.\r\n- Personalize Marketing: Connect to CRMs to craft custom marketing messages. AI-agents analyze customer data to send offers that match their interests, boosting engagement and sales.\r\n- Stay Ahead of Competitors: Track what competitors are doing by analyzing market reports, web activity, and social media. Quickly adjust your strategies, find new market gaps, and offer better products.",
-    "one_liner": "Open-source AI-agents for doing web research",
+    "long_description": "Superagent uses AI to help businesses improve their compliance ✅\r\n\r\nFor employees:\r\n- 💬 Answers employee questions about compliance policies instantly.\r\n- 📚 Provides sources for all information.\r\n- 🔐 Gives compliance teams control over content.\r\n\r\nFor compliance managers:\r\n- 🔍 Identifies gaps between company procedures and compliance standards.\r\n- 🔄 Helps update procedures based on new standards or incidents.\r\n- 🔔 Monitors regulatory changes in your industry.",
+    "one_liner": "ChatGPT for Compliance",
     "team_size": 2,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -5813,8 +5813,9 @@
     "launched_at": 1701445003,
     "tags": [
       "Artificial Intelligence",
-      "Developer Tools",
-      "Open Source",
+      "SaaS",
+      "Compliance",
+      "Regtech",
       "AI Assistant"
     ],
     "tags_highlighted": [],
@@ -5824,8 +5825,7 @@
     "batch": "W24",
     "status": "Active",
     "industries": [
-      "B2B",
-      "Engineering, Product and Design"
+      "B2B"
     ],
     "regions": [
       "United States of America",
@@ -8531,13 +8531,13 @@
   },
   {
     "id": 29443,
-    "name": "For Effect",
-    "slug": "for-effect",
+    "name": "ForEffect",
+    "slug": "foreffect",
     "former_names": [
       "Chirp"
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/b149f6917b5b7f8655329f4c129a6536c58bab42.png",
-    "website": "",
+    "website": "https://foreffect.ai",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "",
     "one_liner": "AI Video Effects",
@@ -8573,8 +8573,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/for-effect",
-    "api": "https://yc-oss.github.io/api/batches/w24/for-effect.json"
+    "url": "https://www.ycombinator.com/companies/foreffect",
+    "api": "https://yc-oss.github.io/api/batches/w24/foreffect.json"
   },
   {
     "id": 29444,
@@ -10708,7 +10708,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "InspectMind AI is changing the game for people who build and design buildings by making it super easy to do their paperwork. Our tool uses AI to quickly turn videos and photos from construction sites into detailed, accurate and well formatted reports. What used to take days of typing and organizing now takes just minutes. With our app, workers can spend less time at their desks and more time doing the important stuff on site.",
     "one_liner": "Write Construction Inspections Reports using AI, up to 10x faster",
-    "team_size": 3,
+    "team_size": 5,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": true,
diff --git a/batches/w24/foreffect.json b/batches/w24/foreffect.json
new file mode 100644
index 00000000..e29e9877
--- /dev/null
+++ b/batches/w24/foreffect.json
@@ -0,0 +1,47 @@
+{
+  "id": 29443,
+  "name": "ForEffect",
+  "slug": "foreffect",
+  "former_names": [
+    "Chirp"
+  ],
+  "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/b149f6917b5b7f8655329f4c129a6536c58bab42.png",
+  "website": "https://foreffect.ai",
+  "all_locations": "San Francisco, CA, USA",
+  "long_description": "",
+  "one_liner": "AI Video Effects",
+  "team_size": 1,
+  "highlight_black": false,
+  "highlight_latinx": false,
+  "highlight_women": false,
+  "industry": "Consumer",
+  "subindustry": "B2B -> Sales",
+  "launched_at": 1702424671,
+  "tags": [
+    "Consumer",
+    "Video",
+    "Media",
+    "AI"
+  ],
+  "tags_highlighted": [],
+  "top_company": false,
+  "isHiring": false,
+  "nonprofit": false,
+  "batch": "W24",
+  "status": "Active",
+  "industries": [
+    "Consumer",
+    "Content"
+  ],
+  "regions": [
+    "United States of America",
+    "America / Canada"
+  ],
+  "stage": "Early",
+  "app_video_public": false,
+  "demo_day_video_public": false,
+  "app_answers": null,
+  "question_answers": false,
+  "url": "https://www.ycombinator.com/companies/foreffect",
+  "api": "https://yc-oss.github.io/api/batches/w24/foreffect.json"
+}
diff --git a/batches/w24/furtherai.json b/batches/w24/furtherai.json
index e9b711bf..06f9d297 100644
--- a/batches/w24/furtherai.json
+++ b/batches/w24/furtherai.json
@@ -21,7 +21,7 @@
   "tags": [],
   "tags_highlighted": [],
   "top_company": false,
-  "isHiring": true,
+  "isHiring": false,
   "nonprofit": false,
   "batch": "W24",
   "status": "Active",
diff --git a/batches/w24/inquery-2.json b/batches/w24/inquery-2.json
index 016a2339..b495612d 100644
--- a/batches/w24/inquery-2.json
+++ b/batches/w24/inquery-2.json
@@ -6,8 +6,8 @@
   "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6af70add968020435b7e6619f1daf7399205f64b.png",
   "website": "https://www.inquery.ai/",
   "all_locations": "",
-  "long_description": "InQuery is an AI-powered insurance claims management system. We eliminate tedious back office claims admin work like data capture, document management, and claims research so that adjusters can focus on providing world-class service to claimants.",
-  "one_liner": "AI Assistant for Insurance Claims Processing",
+  "long_description": "InQuery is an operating system for the insurance industry built from the ground-up to leverage modern language processing techniques to improve claims handling, policy administration and distribution, and underwriting, starting with the world's first AI-native Claims Management System.\r\n\r\nOur mission is to empower the insurance industry to close the trillion dollar underinsurance gap by expanding the reach and scope of insurance products to cover the emerging risks of the 21st century.",
+  "one_liner": "AI-Native Operating System for the Insurance Industry",
   "team_size": 2,
   "highlight_black": false,
   "highlight_latinx": true,
@@ -17,8 +17,8 @@
   "launched_at": 1704737122,
   "tags": [
     "Documents",
+    "Artificial Intelligence",
     "Insurance",
-    "AI",
     "AI Assistant"
   ],
   "tags_highlighted": [],
diff --git a/batches/w24/inspectmind-ai.json b/batches/w24/inspectmind-ai.json
index 7570933e..56bb53cf 100644
--- a/batches/w24/inspectmind-ai.json
+++ b/batches/w24/inspectmind-ai.json
@@ -8,7 +8,7 @@
   "all_locations": "San Francisco, CA, USA",
   "long_description": "InspectMind AI is changing the game for people who build and design buildings by making it super easy to do their paperwork. Our tool uses AI to quickly turn videos and photos from construction sites into detailed, accurate and well formatted reports. What used to take days of typing and organizing now takes just minutes. With our app, workers can spend less time at their desks and more time doing the important stuff on site.",
   "one_liner": "Write Construction Inspections Reports using AI, up to 10x faster",
-  "team_size": 3,
+  "team_size": 5,
   "highlight_black": false,
   "highlight_latinx": false,
   "highlight_women": true,
diff --git a/batches/w24/phospho.json b/batches/w24/phospho.json
index 4f6a6973..e2c9cf17 100644
--- a/batches/w24/phospho.json
+++ b/batches/w24/phospho.json
@@ -3,10 +3,10 @@
   "name": "phospho",
   "slug": "phospho",
   "former_names": [],
-  "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/25da999aa4a2fad3937c56ced9af091933f43a83.png",
+  "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/18adb73f19cdc6d40006f80186b22f0d0a3b08ff.png",
   "website": "https://phospho.ai",
   "all_locations": "San Francisco, CA, USA",
-  "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to monitor interactions with their LLM app and take action.\r\n\r\nWe want to be the Datadog the LLM OS.  Text will be the main mean of communication between humans and computers, and also computers to computers. A tool is needed to analyze these flows in real time.",
+  "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to get answers, take decisions and reduce churn by mining user messages.\r\n\r\nUse phospho to:\r\n- cluster messages or chat sessions\r\n- get user analytics\r\n- setup no code text analytics (LLM detection, sentiment, classifiers,...)\r\n- iterate faster with AB tests\r\n- centralize all your transcripts in one place\r\n\r\nGet started in 3 minutes by uploading a CSV. Integrate the API when convinced.",
   "one_liner": "Open Source Text Analytics for LLM Apps",
   "team_size": 3,
   "highlight_black": false,
diff --git a/batches/w24/purplepages.json b/batches/w24/purplepages.json
new file mode 100644
index 00000000..5226acc3
--- /dev/null
+++ b/batches/w24/purplepages.json
@@ -0,0 +1,46 @@
+{
+  "id": 29207,
+  "name": "PurplePages",
+  "slug": "purplepages",
+  "former_names": [],
+  "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/bf22855fa2bcccfa5a6527f46a30a4d6e91069b2.png",
+  "website": "https://www.thepurplepages.ai/",
+  "all_locations": "San Francisco, CA, USA",
+  "long_description": "",
+  "one_liner": "Purple is an AI agent for online local marketplace transactions.",
+  "team_size": 3,
+  "highlight_black": false,
+  "highlight_latinx": false,
+  "highlight_women": false,
+  "industry": "Consumer",
+  "subindustry": "B2B",
+  "launched_at": 1707161827,
+  "tags": [
+    "Artificial Intelligence",
+    "Marketplace",
+    "Real Estate",
+    "Conversational AI",
+    "AI Assistant"
+  ],
+  "tags_highlighted": [],
+  "top_company": false,
+  "isHiring": false,
+  "nonprofit": false,
+  "batch": "W24",
+  "status": "Active",
+  "industries": [
+    "Consumer",
+    "Home and Personal"
+  ],
+  "regions": [
+    "United States of America",
+    "America / Canada"
+  ],
+  "stage": "Early",
+  "app_video_public": false,
+  "demo_day_video_public": false,
+  "app_answers": null,
+  "question_answers": false,
+  "url": "https://www.ycombinator.com/companies/purplepages",
+  "api": "https://yc-oss.github.io/api/batches/w24/purplepages.json"
+}
diff --git a/batches/w24/superagent.json b/batches/w24/superagent.json
index c3f878bc..1afbd85a 100644
--- a/batches/w24/superagent.json
+++ b/batches/w24/superagent.json
@@ -6,8 +6,8 @@
   "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d3f9546e074addf8f9d38b3d1199ed7484573033.png",
   "website": "https://superagent.sh/",
   "all_locations": "San Francisco, CA, USA",
-  "long_description": "Superagent is an open-source platform for custom AI-agents that do web research. Companies use us to do better sales, marketing, and project management.\r\n\r\nThe agents can reason, browse the web, and access your files. It's open-source, and it's designed for everyone - not just AI experts.\r\n\r\n🥷 How do companies build their own AI-agents:\r\n- No coding or infrastructure needed: Customize AI-agents using simple markup.\r\n- Integration with Airtable: Ideal for business users.\r\n- API and SDKs: Embed AI-agents into any app or third-party system, e.g. Salesforce.\r\n\r\n🚀 By choosing Superagent, companies can:\r\n- Improve Sales: Gather detailed info about potential customers early on. Focus efforts on those most likely to buy, increasing success rates and saving time.\r\n- Personalize Marketing: Connect to CRMs to craft custom marketing messages. AI-agents analyze customer data to send offers that match their interests, boosting engagement and sales.\r\n- Stay Ahead of Competitors: Track what competitors are doing by analyzing market reports, web activity, and social media. Quickly adjust your strategies, find new market gaps, and offer better products.",
-  "one_liner": "Open-source AI-agents for doing web research",
+  "long_description": "Superagent uses AI to help businesses improve their compliance ✅\r\n\r\nFor employees:\r\n- 💬 Answers employee questions about compliance policies instantly.\r\n- 📚 Provides sources for all information.\r\n- 🔐 Gives compliance teams control over content.\r\n\r\nFor compliance managers:\r\n- 🔍 Identifies gaps between company procedures and compliance standards.\r\n- 🔄 Helps update procedures based on new standards or incidents.\r\n- 🔔 Monitors regulatory changes in your industry.",
+  "one_liner": "ChatGPT for Compliance",
   "team_size": 2,
   "highlight_black": false,
   "highlight_latinx": false,
@@ -17,8 +17,9 @@
   "launched_at": 1701445003,
   "tags": [
     "Artificial Intelligence",
-    "Developer Tools",
-    "Open Source",
+    "SaaS",
+    "Compliance",
+    "Regtech",
     "AI Assistant"
   ],
   "tags_highlighted": [],
@@ -28,8 +29,7 @@
   "batch": "W24",
   "status": "Active",
   "industries": [
-    "B2B",
-    "Engineering, Product and Design"
+    "B2B"
   ],
   "regions": [
     "United States of America",
diff --git a/companies/all.json b/companies/all.json
index 64694d1d..c7734cb3 100644
--- a/companies/all.json
+++ b/companies/all.json
@@ -54505,7 +54505,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "W17",
     "status": "Active",
@@ -93989,7 +93989,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "S19",
     "status": "Active",
@@ -94206,7 +94206,7 @@
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/7515f83e50e3f52a5cd34355a67ae58ba87c3724.png",
     "website": "https://cocopago.app",
-    "all_locations": "New York, NY, USA; Remote",
+    "all_locations": "New York, NY, USA; San Francisco, CA, USA; Remote",
     "long_description": "Send, spend, save, and earn money via stablecoins. \r\n",
     "one_liner": "Web3 super app for remittances to Latin America.",
     "team_size": 50,
@@ -101526,7 +101526,7 @@
       "Remote",
       "Fully Remote"
     ],
-    "stage": "Early",
+    "stage": "Growth",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
@@ -109306,7 +109306,8 @@
     "name": "Blissway",
     "slug": "blissway",
     "former_names": [
-      "Blissway"
+      "Blissway",
+      "BLISSWAY"
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/41fb64af0fedc089c69c9af82b6619dfece6ffd3.png",
     "website": "https://www.blissway.com/",
@@ -112214,7 +112215,7 @@
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/66941efea1bbb96c0037b8eb01cd10d72092895c.png",
     "website": "https://joinformal.com",
-    "all_locations": "San Francisco, CA, USA; Remote",
+    "all_locations": "San Francisco, CA, USA; New York, NY, USA; Remote",
     "long_description": "",
     "one_liner": "Take control of your data in real-time.",
     "team_size": 10,
@@ -117717,7 +117718,7 @@
     "former_names": [],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/640f26537f8b5dd95cdf6d6556434583b3097c60.png",
     "website": "https://fluxauto.xyz",
-    "all_locations": "Houston, TX, USA",
+    "all_locations": "Houston, TX, USA; Bengaluru, KA, India",
     "long_description": "Flux Auto is building autonomous mobility technology to fully automate the movement and operation of vehicles in any environment and for any application. Using Flux's solutions customers can reduce their dependency on human drivers, while also increasing productivity and reducing operating costs. \r\n\r\nFlux is currently deploying in warehouses, farms and mines.",
     "one_liner": "Autonomous Mobility for Any Application",
     "team_size": 56,
@@ -117746,7 +117747,9 @@
     ],
     "regions": [
       "United States of America",
+      "India",
       "America / Canada",
+      "South Asia",
       "Remote",
       "Partly Remote"
     ],
@@ -125188,7 +125191,7 @@
       "Canada",
       "America / Canada"
     ],
-    "stage": "Early",
+    "stage": "Growth",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
@@ -162780,7 +162783,9 @@
     "id": 25907,
     "name": "Joon Health",
     "slug": "joon-health",
-    "former_names": [],
+    "former_names": [
+      "Joon"
+    ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/2c143cc41cce3030b961ba7a83dcc56ee602bd4f.png",
     "website": "https://joonhealth.co",
     "all_locations": "San Francisco, CA, USA; Oakland, CA, USA",
@@ -169423,7 +169428,7 @@
     "isHiring": false,
     "nonprofit": false,
     "batch": "S22",
-    "status": "Active",
+    "status": "Inactive",
     "industries": [
       "B2B",
       "Productivity"
@@ -174475,9 +174480,9 @@
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/fcaf96ff05ba04df3210e9778e22967b727fde37.png",
     "website": "https://mintplexlabs.com",
-    "all_locations": "Los Angeles, CA, USA; Remote",
-    "long_description": "Mintplex Labs builds open-source accessible AI applications that make the democratization of LLMs, RAG, Agents, vector databases, and the latest technology to the desktops of the world. Enabling locally running LLMs with built-in tooling and zero code.\r\n\r\nCurrent tools are:\r\nAnythingLLM (https://github.com/Mintplex-Labs/anything-llm)\r\nVectorAdmin (https://github.com/Mintplex-Labs/vector-admin)",
-    "one_liner": "Building accessible local AI.",
+    "all_locations": "Irvine, CA, USA; Remote",
+    "long_description": "Mintplex Labs builds AnythingLLM, an all-in-one desktop AI application that handles everything an LLM should do to increase your productivity while remaining fully private. \r\n\r\nCurrent tools are:\r\nAnythingLLM (https://github.com/Mintplex-Labs/anything-llm)\r\nVectorAdmin (https://github.com/Mintplex-Labs/vector-admin)",
+    "one_liner": "Building the all-in-one private desktop AI assistant",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -174486,11 +174491,9 @@
     "subindustry": "Consumer",
     "launched_at": 1652840561,
     "tags": [
-      "Consumer",
-      "B2B",
-      "Productivity",
+      "Artificial Intelligence",
       "Open Source",
-      "AI"
+      "AI Assistant"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -177577,11 +177580,11 @@
     "subindustry": "B2B",
     "launched_at": 1655587130,
     "tags": [
+      "Artificial Intelligence",
       "Machine Learning",
       "SaaS",
       "B2B",
-      "Enterprise",
-      "AI"
+      "Enterprise"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -186445,8 +186448,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/860789e4b5347ff0d9c534e39f80af9c01143ab3.png",
     "website": "https://www.hadrius.com",
     "all_locations": "New York, NY, USA",
-    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $250B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
-    "one_liner": "The Financial Compliance Copilot",
+    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $400B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
+    "one_liner": "Effortless Financial Compliance",
     "team_size": 9,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -186455,11 +186458,11 @@
     "subindustry": "Fintech -> Asset Management",
     "launched_at": 1668714980,
     "tags": [
-      "Artificial Intelligence",
       "SaaS",
       "B2B",
       "Compliance",
-      "Regtech"
+      "Regtech",
+      "AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -187177,15 +187180,15 @@
   },
   {
     "id": 27965,
-    "name": "keyval",
-    "slug": "keyval",
+    "name": "Odigos",
+    "slug": "odigos",
     "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/01789500d10ff2ef05f798f16209dfd5b1e1f331.png",
-    "website": "https://keyval.dev",
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6519c1c9ffc92217f36449c3d731f02ef19aedb2.png",
+    "website": "https://odigos.io",
     "all_locations": "",
-    "long_description": "Keyval leverages eBPF technology to create an open-source solution that can automatically generate distributed traces for any application without any engineering work.\r\nDevelopers are struggling with extracting and delivering high-quality monitoring data.\r\nCurrently, building a pipeline is a manual process that takes months to implement, is an error-prone process that requires tons of code changes across multiple R&D teams, and demands collaboration.\r\n\r\n",
-    "one_liner": "Open-source codeless monitoring pipeline",
-    "team_size": 6,
+    "long_description": "Odigos leverages eBPF technology to create an open-source solution that can automatically generate distributed traces for any application without any engineering work.\r\nDevelopers are struggling with extracting and delivering high-quality monitoring data.\r\nCurrently, building a pipeline is a manual process that takes months to implement, is an error-prone process that requires tons of code changes across multiple R&D teams, and demands collaboration.\r\n\r\n",
+    "one_liner": "Enterprise-Grade OpenTelemetry",
+    "team_size": 9,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": false,
@@ -187211,8 +187214,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/keyval",
-    "api": "https://yc-oss.github.io/api/batches/w23/keyval.json"
+    "url": "https://www.ycombinator.com/companies/odigos",
+    "api": "https://yc-oss.github.io/api/batches/w23/odigos.json"
   },
   {
     "id": 27966,
@@ -191229,7 +191232,7 @@
     "tags": [],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "W23",
     "status": "Active",
@@ -192725,7 +192728,7 @@
     "highlight_latinx": false,
     "highlight_women": false,
     "industry": "B2B",
-    "subindustry": "B2B -> Infrastructure",
+    "subindustry": "B2B -> Security",
     "launched_at": 1689618282,
     "tags": [
       "Security",
@@ -192736,7 +192739,7 @@
     "isHiring": false,
     "nonprofit": false,
     "batch": "S23",
-    "status": "Active",
+    "status": "Inactive",
     "industries": [
       "B2B",
       "Security"
@@ -194180,7 +194183,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "S23",
     "status": "Active",
@@ -195733,7 +195736,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "We use generative AI to call insurance on behalf of healthcare clinics. We save clinics up to 40 hours of calls every week over existing outsourced human solutions. \r\n\r\nCompared to the existing solutions for benefits verifications: \r\n- We're faster -- by default, we have a turnaround of 24 hours compared to typically a 3 day turnaround for competitors\r\n- We can reach more payors -- as long as they have a phone line, we can support calling them for benefits. There's quite a few payors in both medical and dental (e.g. Seledent) that have yet to offer a digital retrieval of benefits\r\n- We're reliable and consistent -- there is no person-to-person variation or question skipping when it comes to working with software\r\n",
     "one_liner": "Using generative AI to call insurance for healthcare clinics",
-    "team_size": 2,
+    "team_size": 4,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": false,
@@ -195741,11 +195744,11 @@
     "subindustry": "Healthcare -> Healthcare IT",
     "launched_at": 1689790147,
     "tags": [
-      "Artificial Intelligence",
       "SaaS",
       "B2B",
       "Healthcare IT",
-      "Billing"
+      "Billing",
+      "AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -197444,11 +197447,11 @@
     "subindustry": "B2B -> Engineering, Product and Design",
     "launched_at": 1688142176,
     "tags": [
+      "Artificial Intelligence",
       "Developer Tools",
       "DevSecOps",
       "Machine Learning",
-      "Open Source",
-      "AI"
+      "Open Source"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -202786,14 +202789,14 @@
   },
   {
     "id": 29207,
-    "name": "HeyPurple",
-    "slug": "heypurple",
+    "name": "PurplePages",
+    "slug": "purplepages",
     "former_names": [],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/bf22855fa2bcccfa5a6527f46a30a4d6e91069b2.png",
-    "website": "https://www.heypurple.ai/",
+    "website": "https://www.thepurplepages.ai/",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "",
-    "one_liner": "Purple is an AI agent for online local marketplaces.",
+    "one_liner": "Purple is an AI agent for online local marketplace transactions.",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -202802,9 +202805,9 @@
     "subindustry": "B2B",
     "launched_at": 1707161827,
     "tags": [
+      "Artificial Intelligence",
       "Marketplace",
       "Real Estate",
-      "AI",
       "Conversational AI",
       "AI Assistant"
     ],
@@ -202827,8 +202830,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/heypurple",
-    "api": "https://yc-oss.github.io/api/batches/w24/heypurple.json"
+    "url": "https://www.ycombinator.com/companies/purplepages",
+    "api": "https://yc-oss.github.io/api/batches/w24/purplepages.json"
   },
   {
     "id": 29226,
@@ -204749,7 +204752,7 @@
     "tags": [],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "W24",
     "status": "Active",
@@ -206755,8 +206758,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6af70add968020435b7e6619f1daf7399205f64b.png",
     "website": "https://www.inquery.ai/",
     "all_locations": "",
-    "long_description": "InQuery is an AI-powered insurance claims management system. We eliminate tedious back office claims admin work like data capture, document management, and claims research so that adjusters can focus on providing world-class service to claimants.",
-    "one_liner": "AI Assistant for Insurance Claims Processing",
+    "long_description": "InQuery is an operating system for the insurance industry built from the ground-up to leverage modern language processing techniques to improve claims handling, policy administration and distribution, and underwriting, starting with the world's first AI-native Claims Management System.\r\n\r\nOur mission is to empower the insurance industry to close the trillion dollar underinsurance gap by expanding the reach and scope of insurance products to cover the emerging risks of the 21st century.",
+    "one_liner": "AI-Native Operating System for the Insurance Industry",
     "team_size": 2,
     "highlight_black": false,
     "highlight_latinx": true,
@@ -206766,8 +206769,8 @@
     "launched_at": 1704737122,
     "tags": [
       "Documents",
+      "Artificial Intelligence",
       "Insurance",
-      "AI",
       "AI Assistant"
     ],
     "tags_highlighted": [],
@@ -207259,10 +207262,10 @@
     "name": "phospho",
     "slug": "phospho",
     "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/25da999aa4a2fad3937c56ced9af091933f43a83.png",
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/18adb73f19cdc6d40006f80186b22f0d0a3b08ff.png",
     "website": "https://phospho.ai",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to monitor interactions with their LLM app and take action.\r\n\r\nWe want to be the Datadog the LLM OS.  Text will be the main mean of communication between humans and computers, and also computers to computers. A tool is needed to analyze these flows in real time.",
+    "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to get answers, take decisions and reduce churn by mining user messages.\r\n\r\nUse phospho to:\r\n- cluster messages or chat sessions\r\n- get user analytics\r\n- setup no code text analytics (LLM detection, sentiment, classifiers,...)\r\n- iterate faster with AB tests\r\n- centralize all your transcripts in one place\r\n\r\nGet started in 3 minutes by uploading a CSV. Integrate the API when convinced.",
     "one_liner": "Open Source Text Analytics for LLM Apps",
     "team_size": 3,
     "highlight_black": false,
@@ -208040,8 +208043,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d3f9546e074addf8f9d38b3d1199ed7484573033.png",
     "website": "https://superagent.sh/",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Superagent is an open-source platform for custom AI-agents that do web research. Companies use us to do better sales, marketing, and project management.\r\n\r\nThe agents can reason, browse the web, and access your files. It's open-source, and it's designed for everyone - not just AI experts.\r\n\r\n🥷 How do companies build their own AI-agents:\r\n- No coding or infrastructure needed: Customize AI-agents using simple markup.\r\n- Integration with Airtable: Ideal for business users.\r\n- API and SDKs: Embed AI-agents into any app or third-party system, e.g. Salesforce.\r\n\r\n🚀 By choosing Superagent, companies can:\r\n- Improve Sales: Gather detailed info about potential customers early on. Focus efforts on those most likely to buy, increasing success rates and saving time.\r\n- Personalize Marketing: Connect to CRMs to craft custom marketing messages. AI-agents analyze customer data to send offers that match their interests, boosting engagement and sales.\r\n- Stay Ahead of Competitors: Track what competitors are doing by analyzing market reports, web activity, and social media. Quickly adjust your strategies, find new market gaps, and offer better products.",
-    "one_liner": "Open-source AI-agents for doing web research",
+    "long_description": "Superagent uses AI to help businesses improve their compliance ✅\r\n\r\nFor employees:\r\n- 💬 Answers employee questions about compliance policies instantly.\r\n- 📚 Provides sources for all information.\r\n- 🔐 Gives compliance teams control over content.\r\n\r\nFor compliance managers:\r\n- 🔍 Identifies gaps between company procedures and compliance standards.\r\n- 🔄 Helps update procedures based on new standards or incidents.\r\n- 🔔 Monitors regulatory changes in your industry.",
+    "one_liner": "ChatGPT for Compliance",
     "team_size": 2,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -208051,8 +208054,9 @@
     "launched_at": 1701445003,
     "tags": [
       "Artificial Intelligence",
-      "Developer Tools",
-      "Open Source",
+      "SaaS",
+      "Compliance",
+      "Regtech",
       "AI Assistant"
     ],
     "tags_highlighted": [],
@@ -208062,8 +208066,7 @@
     "batch": "W24",
     "status": "Active",
     "industries": [
-      "B2B",
-      "Engineering, Product and Design"
+      "B2B"
     ],
     "regions": [
       "United States of America",
@@ -210909,13 +210912,13 @@
   },
   {
     "id": 29443,
-    "name": "For Effect",
-    "slug": "for-effect",
+    "name": "ForEffect",
+    "slug": "foreffect",
     "former_names": [
       "Chirp"
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/b149f6917b5b7f8655329f4c129a6536c58bab42.png",
-    "website": "",
+    "website": "https://foreffect.ai",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "",
     "one_liner": "AI Video Effects",
@@ -210951,8 +210954,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/for-effect",
-    "api": "https://yc-oss.github.io/api/batches/w24/for-effect.json"
+    "url": "https://www.ycombinator.com/companies/foreffect",
+    "api": "https://yc-oss.github.io/api/batches/w24/foreffect.json"
   },
   {
     "id": 29444,
@@ -213176,7 +213179,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "InspectMind AI is changing the game for people who build and design buildings by making it super easy to do their paperwork. Our tool uses AI to quickly turn videos and photos from construction sites into detailed, accurate and well formatted reports. What used to take days of typing and organizing now takes just minutes. With our app, workers can spend less time at their desks and more time doing the important stuff on site.",
     "one_liner": "Write Construction Inspections Reports using AI, up to 10x faster",
-    "team_size": 3,
+    "team_size": 5,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": true,
@@ -214367,7 +214370,7 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/a67c33e0e1229416643c3c04c56495e10ccaea0a.png",
     "website": "https://www.cheersreviews.com",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Cheers is building the operating system for in-person businesses, bringing the seamless efficiency of an Apple Store to every local service. We're starting with NFC-enabled employee badges that solve immediate pain points: collecting reviews, attributing customer interactions, and tracking performance. Our customers 5-10x their monthly Google Reviews.\r\n\r\n\r\n\r\n- Imagine walking into any local business and experiencing the smoothness of an Apple Store: roaming checkouts, instant transactions, and personalized service - all from a tap on an employee's phone. That's the future we're creating. Our badges are the first step towards a fully integrated, frictionless system for in-person operations.\r\n\r\n\r\n\r\nMost tech ignores field workers. We're fixing that. We're digitizing all operations for local services - from home repairs to restaurants. Our vision: tap your phone anywhere to close a sale, leave a review, or verify service, making every interaction as smooth as buying the latest iPhone.\r\n\r\n\r\n\r\n- We have 30 paying customers, including one enterprise pilot. MRR grew from $1,400 to $4,750 in two months. We've processed over 3,000 reviews.\r\n\r\n\r\n\r\nFounded by Dylan Allen and Ernesto Valencia, CS grads from BYU with experience at Microsoft and Amazon. We're expanding into scheduling, payments, and full workforce management. Our goal: become the central platform for in-person work, serving millions of field employees and revolutionizing how local businesses operate.",
+    "long_description": "Cheers is building the operating system for in-person businesses, bringing the seamless efficiency of an Apple Store to every local service. We're starting with NFC-enabled employee badges that solve immediate pain points: collecting reviews, accepting payments, attributing customer interactions, and tracking performance. Our customers 5-10x their monthly Google Reviews.\r\n\r\n\r\n\r\n- Imagine walking into any local business and experiencing the smoothness of an Apple Store: roaming checkouts, instant transactions, and personalized service - all from a tap on an employee's phone. That's the future we're creating. Our badges are the first step towards a fully integrated, frictionless system for in-person operations.\r\n\r\n\r\n\r\nMost tech ignores field workers. We're fixing that. We're digitizing all operations for local services - from home repairs to restaurants. Our vision: tap your phone anywhere to close a sale, leave a review, or verify service, making every interaction as smooth as buying the latest iPhone.\r\n\r\n\r\n\r\n- We have over 30 paying customers, including one enterprise pilot. MRR grew from $1,400 to ~$5,000 in two months. We've processed over 3,000 reviews.\r\n\r\n\r\n\r\nFounded by Dylan Allen and Ernesto Valencia, CS grads from BYU with experience at Microsoft and Amazon. We're expanding into scheduling, payments, and full workforce management. Our goal: become the central platform for in-person work, serving millions of field employees and revolutionizing how local businesses operate.",
     "one_liner": "The super-app for in-person employee management",
     "team_size": 2,
     "highlight_black": false,
@@ -215466,6 +215469,50 @@
     "url": "https://www.ycombinator.com/companies/clara",
     "api": "https://yc-oss.github.io/api/batches/s24/clara.json"
   },
+  {
+    "id": 29644,
+    "name": "VideoGen",
+    "slug": "videogen",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/67133b6c1025c9a5557fc657b87ed61ad2b540c5.png",
+    "website": "https://videogen.io",
+    "all_locations": "San Francisco, CA, USA",
+    "long_description": "VideoGen makes it easy for anyone to create professional, copyright-free videos in seconds. Today, we serve thousands of customers, from individuals and small businesses to teams at Google and ByteDance.\r\n\r\nMaking videos is hard, time-consuming, and expensive if you hire someone to do it for you. With VideoGen, it only takes a few clicks!",
+    "one_liner": "Generate professional videos in seconds",
+    "team_size": 3,
+    "highlight_black": true,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "B2B",
+    "subindustry": "B2B",
+    "launched_at": 1725431613,
+    "tags": [
+      "Artificial Intelligence",
+      "Generative AI",
+      "SaaS",
+      "Video"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "S24",
+    "status": "Active",
+    "industries": [
+      "B2B"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": true,
+    "url": "https://www.ycombinator.com/companies/videogen",
+    "api": "https://yc-oss.github.io/api/batches/s24/videogen.json"
+  },
   {
     "id": 29645,
     "name": "Phonely",
@@ -216310,7 +216357,7 @@
     "subindustry": "B2B",
     "launched_at": 1724580560,
     "tags": [
-      "Fintech",
+      "Artificial Intelligence",
       "Health Tech",
       "B2B",
       "Healthcare",
@@ -216528,7 +216575,7 @@
     "website": "https://www.deepsim.io",
     "all_locations": "Mountain View, CA, USA",
     "long_description": "DeepSim is building an AI-accelerated 3D physics simulator that runs 1000X faster than existing FEM tools, speeding up complex simulations from days to minutes. DeepSim was founded by Stanford PhDs with expertise in thermal modeling of semiconductor devices & circuits, and GPU-accelerated solvers.\r\n",
-    "one_liner": "AI-accelerated multi-physics simulations",
+    "one_liner": "An AI physics simulator for AI chip design",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -216537,8 +216584,8 @@
     "subindustry": "B2B -> Productivity",
     "launched_at": 1723754775,
     "tags": [
-      "B2B",
-      "AI"
+      "Artificial Intelligence",
+      "B2B"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -220028,54 +220075,6 @@
     "url": "https://www.ycombinator.com/companies/ember-robotics",
     "api": "https://yc-oss.github.io/api/batches/s24/ember-robotics.json"
   },
-  {
-    "id": 29769,
-    "name": "Pinnacle",
-    "slug": "pinnacle",
-    "former_names": [
-      "InsightForge"
-    ],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/b466ed207f7ecd72989b10237037b204765513f2.png",
-    "website": "https://trypinnacle.app/",
-    "all_locations": "San Francisco, CA, USA",
-    "long_description": "Meet Pinnacle: The Future of SMS Marketing 📲\r\n\r\nPinnacle is the next generation of SMS marketing, created to overcome the design and engagement limitations of traditional SMS while still being in your native messaging apps on iOS and Android. We improve SMS marketing to drive higher ROI by providing businesses access to RCS Business Messaging (RBM) for rich, interactive content and branding like custom business headers, shoppable carousels, quick response buttons, and detailed analytics (including read receipts!). \r\n\r\nInterested in learning more? \r\n\r\nIf you or someone you know in e-commerce or at a marketing agency for e-commerce wants to increase sales with the next era of SMS marketing, reach out to us for a demo!\r\n\r\n- Email founders@trypinnacle.app OR\r\n- Text (870) 897 7103 OR\r\n- Book a 15 minute meeting: https://calendly.com/founders-at-pinnacle/discovery",
-    "one_liner": "Next Generation SMS Marketing",
-    "team_size": 2,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "B2B",
-    "subindustry": "B2B -> Engineering, Product and Design",
-    "launched_at": 1725406476,
-    "tags": [
-      "B2B",
-      "E-commerce",
-      "Marketing",
-      "SMS",
-      "AI"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "S24",
-    "status": "Active",
-    "industries": [
-      "B2B",
-      "Marketing"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/pinnacle",
-    "api": "https://yc-oss.github.io/api/batches/s24/pinnacle.json"
-  },
   {
     "id": 29770,
     "name": "Intryc",
@@ -220402,9 +220401,11 @@
     "subindustry": "B2B",
     "launched_at": 1723170275,
     "tags": [
+      "Artificial Intelligence",
+      "Generative AI",
+      "B2B",
       "Compliance",
-      "Insurance",
-      "AI"
+      "Insurance"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -220619,7 +220620,7 @@
     "website": "https://guardianrf.com/",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "Cost-Effective Drone Detection and Signal Intelligence for 21st- Century Peacekeeping. ",
-    "one_liner": "Context-specific drone detection and signal intel for US defense. ",
+    "one_liner": "Drone detection and signal intelligence for US defense. ",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -221351,7 +221352,7 @@
     "website": "https://zigma.io",
     "all_locations": "San Francisco, CA, USA; Remote",
     "long_description": "We began with an open-source library for React developers that enables them to create beautiful and accessible interfaces (NextUI). We are now building a complete frontend-as-a-service platform to make building the frontend part of products easier, allowing teams to focus more on their product and less on design systems and frontend complexities (zigma.io).",
-    "one_liner": "Open-source design system creation & management platform.",
+    "one_liner": "Design system creation & management platform.",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": true,
@@ -222326,11 +222327,11 @@
     "subindustry": "Unspecified",
     "launched_at": 1724988357,
     "tags": [
-      "Artificial Intelligence",
+      "Consumer",
       "Productivity",
       "Mental Health",
-      "Conversational AI",
-      "AI Assistant"
+      "AI",
+      "Conversational AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -224517,7 +224518,7 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/3b03e14b8a7d809f05b6579c758dc4fbbe6ff821.png",
     "website": "https://www.dreamrp.com/",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.",
+    "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.\r\n\r\nAI roleplaying is ravenously popular, but no existing platform focuses on the most impactful component of the experience: the creators who make the characters. With a more ethical implementation of AI and the right creation and monetization features, DreamRP has unlocked AI roleplaying for the most talented and successful creators.",
     "one_liner": "Character AI meets Patreon",
     "team_size": 2,
     "highlight_black": false,
diff --git a/companies/black-founded.json b/companies/black-founded.json
index 68348fda..f72f9914 100644
--- a/companies/black-founded.json
+++ b/companies/black-founded.json
@@ -12173,6 +12173,50 @@
     "url": "https://www.ycombinator.com/companies/superfilter",
     "api": "https://yc-oss.github.io/api/batches/s24/superfilter.json"
   },
+  {
+    "id": 29644,
+    "name": "VideoGen",
+    "slug": "videogen",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/67133b6c1025c9a5557fc657b87ed61ad2b540c5.png",
+    "website": "https://videogen.io",
+    "all_locations": "San Francisco, CA, USA",
+    "long_description": "VideoGen makes it easy for anyone to create professional, copyright-free videos in seconds. Today, we serve thousands of customers, from individuals and small businesses to teams at Google and ByteDance.\r\n\r\nMaking videos is hard, time-consuming, and expensive if you hire someone to do it for you. With VideoGen, it only takes a few clicks!",
+    "one_liner": "Generate professional videos in seconds",
+    "team_size": 3,
+    "highlight_black": true,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "B2B",
+    "subindustry": "B2B",
+    "launched_at": 1725431613,
+    "tags": [
+      "Artificial Intelligence",
+      "Generative AI",
+      "SaaS",
+      "Video"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "S24",
+    "status": "Active",
+    "industries": [
+      "B2B"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": true,
+    "url": "https://www.ycombinator.com/companies/videogen",
+    "api": "https://yc-oss.github.io/api/batches/s24/videogen.json"
+  },
   {
     "id": 29685,
     "name": "Passage",
diff --git a/companies/hiring.json b/companies/hiring.json
index fe41bf05..856a9b00 100644
--- a/companies/hiring.json
+++ b/companies/hiring.json
@@ -5856,54 +5856,6 @@
     "url": "https://www.ycombinator.com/companies/mdalgorithms-inc",
     "api": "https://yc-oss.github.io/api/batches/w17/mdalgorithms-inc.json"
   },
-  {
-    "id": 1462,
-    "name": "Extern",
-    "slug": "extern",
-    "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/580dd6a5c00e2c92b90e16d46f81b1a7844b8314.png",
-    "website": "http://www.extern.com",
-    "all_locations": "New York, NY, USA; Remote",
-    "long_description": "At Extern, we’re solving the experience gap.  Extern created the remote Externship, a skill-building work experience that is easier for students to access, and easier for companies to run, than an internship.  Our mission is to help anyone discover and launch their career through professional experiences available anywhere at any time.  Since 2020, we’ve created and powered Externships on behalf of companies from Fortune 500s to startups that have enabled tens of thousands of students to build real experience and open doors to incredible opportunity.  \r\n\r\n\r\nAfter spending $100K on average for a 4-year degree, graduates find that almost 40% of entry level jobs on Linkedin required 3+ years of work experience. Internships are how many college students get this kind of experience, but the demand for good internships outstrips the supply. Internship programs are difficult to scale, they favor students who already have social capital, and they’re time-consuming for employers to run.\r\n\r\n\r\nExternships are short, online, project-based work experiences that employers can offer to hundreds of students using less resource and employee time than it would take to support an intern.  Extern makes the complex process of running an Externship completely turnkey with software and industry experts which in turn makes professional experience more accessible to more students.\r\n\r\n\r\nBy making work experience more accessible, Extern is driving the rapid mobility and upskilling needed for a new economy.  We envision a world where anyone can access work experience as a form of education – no matter their background, experience, or socio-economic status.  Come join our movement to reshape work, education, and credentialing for future generations with the Externship.\r\n\r\n\r\nExtern was born out of a pivot from Paragon One (W17) which initially focused on providing students with a career center-as-a-service platform, connecting them with industry professionals to receive career coaching and guidance.  Backed by Y Combinator, Foundation Capital, Launch Fund, University Ventures, and Learn Capital.",
-    "one_liner": "Professional Experience Anytime, Anywhere.",
-    "team_size": 35,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "Consumer",
-    "subindustry": "Education",
-    "launched_at": 1478145033,
-    "tags": [
-      "Education",
-      "Marketplace",
-      "eLearning",
-      "Recruiting",
-      "Remote Work"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": true,
-    "nonprofit": false,
-    "batch": "W17",
-    "status": "Active",
-    "industries": [
-      "Consumer",
-      "Job and Career Services"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada",
-      "Remote",
-      "Fully Remote"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/extern",
-    "api": "https://yc-oss.github.io/api/batches/w17/extern.json"
-  },
   {
     "id": 1464,
     "name": "Ledger Investing",
@@ -14395,54 +14347,6 @@
     "url": "https://www.ycombinator.com/companies/freshpaint",
     "api": "https://yc-oss.github.io/api/batches/s19/freshpaint.json"
   },
-  {
-    "id": 12850,
-    "name": "Curri",
-    "slug": "curri",
-    "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d0def2ab990562a326f79a5b928123d9101a44ba.png",
-    "website": "http://www.curri.com",
-    "all_locations": "Ventura, CA, USA",
-    "long_description": "Curri provides on-demand, last-mile logistics for construction and adjacent industries with our nationwide fleet of cars, trucks, and flatbeds. ",
-    "one_liner": "Construction & industrial logistics platform.",
-    "team_size": 104,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "Real Estate and Construction",
-    "subindustry": "Real Estate and Construction -> Construction",
-    "launched_at": 1559266752,
-    "tags": [
-      "Construction",
-      "B2B",
-      "Delivery",
-      "Logistics",
-      "Electric Vehicles"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": true,
-    "nonprofit": false,
-    "batch": "S19",
-    "status": "Active",
-    "industries": [
-      "Real Estate and Construction",
-      "Construction"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada",
-      "Remote",
-      "Partly Remote"
-    ],
-    "stage": "Growth",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/curri",
-    "api": "https://yc-oss.github.io/api/batches/s19/curri.json"
-  },
   {
     "id": 12855,
     "name": "treble.ai",
@@ -16436,7 +16340,7 @@
       "Remote",
       "Fully Remote"
     ],
-    "stage": "Early",
+    "stage": "Growth",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
@@ -18444,7 +18348,8 @@
     "name": "Blissway",
     "slug": "blissway",
     "former_names": [
-      "Blissway"
+      "Blissway",
+      "BLISSWAY"
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/41fb64af0fedc089c69c9af82b6619dfece6ffd3.png",
     "website": "https://www.blissway.com/",
@@ -23089,7 +22994,7 @@
       "Canada",
       "America / Canada"
     ],
-    "stage": "Early",
+    "stage": "Growth",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
@@ -32792,7 +32697,9 @@
     "id": 25907,
     "name": "Joon Health",
     "slug": "joon-health",
-    "former_names": [],
+    "former_names": [
+      "Joon"
+    ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/2c143cc41cce3030b961ba7a83dcc56ee602bd4f.png",
     "website": "https://joonhealth.co",
     "all_locations": "San Francisco, CA, USA; Oakland, CA, USA",
@@ -38709,8 +38616,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/860789e4b5347ff0d9c534e39f80af9c01143ab3.png",
     "website": "https://www.hadrius.com",
     "all_locations": "New York, NY, USA",
-    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $250B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
-    "one_liner": "The Financial Compliance Copilot",
+    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $400B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
+    "one_liner": "Effortless Financial Compliance",
     "team_size": 9,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -38719,11 +38626,11 @@
     "subindustry": "Fintech -> Asset Management",
     "launched_at": 1668714980,
     "tags": [
-      "Artificial Intelligence",
       "SaaS",
       "B2B",
       "Compliance",
-      "Regtech"
+      "Regtech",
+      "AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -38966,15 +38873,15 @@
   },
   {
     "id": 27965,
-    "name": "keyval",
-    "slug": "keyval",
+    "name": "Odigos",
+    "slug": "odigos",
     "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/01789500d10ff2ef05f798f16209dfd5b1e1f331.png",
-    "website": "https://keyval.dev",
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6519c1c9ffc92217f36449c3d731f02ef19aedb2.png",
+    "website": "https://odigos.io",
     "all_locations": "",
-    "long_description": "Keyval leverages eBPF technology to create an open-source solution that can automatically generate distributed traces for any application without any engineering work.\r\nDevelopers are struggling with extracting and delivering high-quality monitoring data.\r\nCurrently, building a pipeline is a manual process that takes months to implement, is an error-prone process that requires tons of code changes across multiple R&D teams, and demands collaboration.\r\n\r\n",
-    "one_liner": "Open-source codeless monitoring pipeline",
-    "team_size": 6,
+    "long_description": "Odigos leverages eBPF technology to create an open-source solution that can automatically generate distributed traces for any application without any engineering work.\r\nDevelopers are struggling with extracting and delivering high-quality monitoring data.\r\nCurrently, building a pipeline is a manual process that takes months to implement, is an error-prone process that requires tons of code changes across multiple R&D teams, and demands collaboration.\r\n\r\n",
+    "one_liner": "Enterprise-Grade OpenTelemetry",
+    "team_size": 9,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": false,
@@ -39000,8 +38907,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/keyval",
-    "api": "https://yc-oss.github.io/api/batches/w23/keyval.json"
+    "url": "https://www.ycombinator.com/companies/odigos",
+    "api": "https://yc-oss.github.io/api/batches/w23/odigos.json"
   },
   {
     "id": 27966,
@@ -40090,48 +39997,6 @@
     "url": "https://www.ycombinator.com/companies/meru",
     "api": "https://yc-oss.github.io/api/batches/w23/meru.json"
   },
-  {
-    "id": 28366,
-    "name": "Vendora",
-    "slug": "vendora",
-    "former_names": [
-      "Jaldi"
-    ],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/c7be06dcb8a54a9986497faea1a7a0198198f052.png",
-    "website": "https://www.vendora.io/",
-    "all_locations": "",
-    "long_description": "Vendora is the all-in-one platform for grocers to win online. With our AI powered automations and deep integrations with your entire tech stack (POS, loyalty, inventory, accounting), we help grocers sell and succeed  on third party marketplaces and give them a best in class online storefront (website and app) along with all the analytics and tools to manage them. \r\n\r\n",
-    "one_liner": "Ecommerce Enablement for the $1T Grocery Industry",
-    "team_size": 2,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "B2B",
-    "subindustry": "B2B -> Retail",
-    "launched_at": 1677283319,
-    "tags": [],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": true,
-    "nonprofit": false,
-    "batch": "W23",
-    "status": "Active",
-    "industries": [
-      "B2B",
-      "Retail"
-    ],
-    "regions": [
-      "Remote",
-      "Partly Remote"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/vendora",
-    "api": "https://yc-oss.github.io/api/batches/w23/vendora.json"
-  },
   {
     "id": 28368,
     "name": "Second",
@@ -40964,52 +40829,6 @@
     "url": "https://www.ycombinator.com/companies/every",
     "api": "https://yc-oss.github.io/api/batches/s23/every.json"
   },
-  {
-    "id": 28823,
-    "name": "Craftwork",
-    "slug": "craftwork",
-    "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/a808b8722de9d2ecbb9fc19cae6ba864f6358f23.png",
-    "website": "https://craftwork.com/",
-    "all_locations": "Charlotte, NC, USA",
-    "long_description": "Craftwork is a full-service home painting company that uses software to dramatically improve the homeowner and operator experience.",
-    "one_liner": "Digital-native home painting franchise",
-    "team_size": 45,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": true,
-    "industry": "Real Estate and Construction",
-    "subindustry": "Real Estate and Construction -> Construction",
-    "launched_at": 1689608644,
-    "tags": [
-      "Proptech",
-      "Home Services",
-      "Home Automation"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": true,
-    "nonprofit": false,
-    "batch": "S23",
-    "status": "Active",
-    "industries": [
-      "Real Estate and Construction",
-      "Construction"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada",
-      "Remote",
-      "Partly Remote"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/craftwork",
-    "api": "https://yc-oss.github.io/api/batches/s23/craftwork.json"
-  },
   {
     "id": 28825,
     "name": "Solve Intelligence",
@@ -41378,7 +41197,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "We use generative AI to call insurance on behalf of healthcare clinics. We save clinics up to 40 hours of calls every week over existing outsourced human solutions. \r\n\r\nCompared to the existing solutions for benefits verifications: \r\n- We're faster -- by default, we have a turnaround of 24 hours compared to typically a 3 day turnaround for competitors\r\n- We can reach more payors -- as long as they have a phone line, we can support calling them for benefits. There's quite a few payors in both medical and dental (e.g. Seledent) that have yet to offer a digital retrieval of benefits\r\n- We're reliable and consistent -- there is no person-to-person variation or question skipping when it comes to working with software\r\n",
     "one_liner": "Using generative AI to call insurance for healthcare clinics",
-    "team_size": 2,
+    "team_size": 4,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": false,
@@ -41386,11 +41205,11 @@
     "subindustry": "Healthcare -> Healthcare IT",
     "launched_at": 1689790147,
     "tags": [
-      "Artificial Intelligence",
       "SaaS",
       "B2B",
       "Healthcare IT",
-      "Billing"
+      "Billing",
+      "AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -41789,11 +41608,11 @@
     "subindustry": "B2B -> Engineering, Product and Design",
     "launched_at": 1688142176,
     "tags": [
+      "Artificial Intelligence",
       "Developer Tools",
       "DevSecOps",
       "Machine Learning",
-      "Open Source",
-      "AI"
+      "Open Source"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -43884,47 +43703,6 @@
     "url": "https://www.ycombinator.com/companies/arini",
     "api": "https://yc-oss.github.io/api/batches/w24/arini.json"
   },
-  {
-    "id": 29290,
-    "name": "FurtherAI",
-    "slug": "furtherai",
-    "former_names": [
-      "Further AI",
-      "FURTHER AI"
-    ],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/c8b27a4154563f3b5e70292f2ac7b1bbdf332e05.png",
-    "website": "https://www.furtherai.com/",
-    "all_locations": "",
-    "long_description": "FurtherAI is building a workforce of AI Teammates for the insurance industry to handle repetitive manual tasks involving unstructured data processing and data entry across disjointed systems. Our first AI Teammate handles quote generation workflows for insurance brokers & MGAs.\r\n",
-    "one_liner": "AI workforce for insurance industry",
-    "team_size": 2,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "B2B",
-    "subindustry": "B2B",
-    "launched_at": 1719357150,
-    "tags": [],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": true,
-    "nonprofit": false,
-    "batch": "W24",
-    "status": "Active",
-    "industries": [
-      "B2B"
-    ],
-    "regions": [
-      "Unspecified"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/furtherai",
-    "api": "https://yc-oss.github.io/api/batches/w24/furtherai.json"
-  },
   {
     "id": 29291,
     "name": "Roe AI",
@@ -46016,7 +45794,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "InspectMind AI is changing the game for people who build and design buildings by making it super easy to do their paperwork. Our tool uses AI to quickly turn videos and photos from construction sites into detailed, accurate and well formatted reports. What used to take days of typing and organizing now takes just minutes. With our app, workers can spend less time at their desks and more time doing the important stuff on site.",
     "one_liner": "Write Construction Inspections Reports using AI, up to 10x faster",
-    "team_size": 3,
+    "team_size": 5,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": true,
diff --git a/companies/hispanic-latino-founded.json b/companies/hispanic-latino-founded.json
index 448413f0..484743fd 100644
--- a/companies/hispanic-latino-founded.json
+++ b/companies/hispanic-latino-founded.json
@@ -5543,7 +5543,7 @@
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/7515f83e50e3f52a5cd34355a67ae58ba87c3724.png",
     "website": "https://cocopago.app",
-    "all_locations": "New York, NY, USA; Remote",
+    "all_locations": "New York, NY, USA; San Francisco, CA, USA; Remote",
     "long_description": "Send, spend, save, and earn money via stablecoins. \r\n",
     "one_liner": "Web3 super app for remittances to Latin America.",
     "team_size": 50,
@@ -7073,7 +7073,8 @@
     "name": "Blissway",
     "slug": "blissway",
     "former_names": [
-      "Blissway"
+      "Blissway",
+      "BLISSWAY"
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/41fb64af0fedc089c69c9af82b6619dfece6ffd3.png",
     "website": "https://www.blissway.com/",
@@ -17060,7 +17061,7 @@
     "isHiring": false,
     "nonprofit": false,
     "batch": "S22",
-    "status": "Active",
+    "status": "Inactive",
     "industries": [
       "B2B",
       "Productivity"
@@ -21189,8 +21190,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6af70add968020435b7e6619f1daf7399205f64b.png",
     "website": "https://www.inquery.ai/",
     "all_locations": "",
-    "long_description": "InQuery is an AI-powered insurance claims management system. We eliminate tedious back office claims admin work like data capture, document management, and claims research so that adjusters can focus on providing world-class service to claimants.",
-    "one_liner": "AI Assistant for Insurance Claims Processing",
+    "long_description": "InQuery is an operating system for the insurance industry built from the ground-up to leverage modern language processing techniques to improve claims handling, policy administration and distribution, and underwriting, starting with the world's first AI-native Claims Management System.\r\n\r\nOur mission is to empower the insurance industry to close the trillion dollar underinsurance gap by expanding the reach and scope of insurance products to cover the emerging risks of the 21st century.",
+    "one_liner": "AI-Native Operating System for the Insurance Industry",
     "team_size": 2,
     "highlight_black": false,
     "highlight_latinx": true,
@@ -21200,8 +21201,8 @@
     "launched_at": 1704737122,
     "tags": [
       "Documents",
+      "Artificial Intelligence",
       "Insurance",
-      "AI",
       "AI Assistant"
     ],
     "tags_highlighted": [],
@@ -21696,7 +21697,7 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/a67c33e0e1229416643c3c04c56495e10ccaea0a.png",
     "website": "https://www.cheersreviews.com",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Cheers is building the operating system for in-person businesses, bringing the seamless efficiency of an Apple Store to every local service. We're starting with NFC-enabled employee badges that solve immediate pain points: collecting reviews, attributing customer interactions, and tracking performance. Our customers 5-10x their monthly Google Reviews.\r\n\r\n\r\n\r\n- Imagine walking into any local business and experiencing the smoothness of an Apple Store: roaming checkouts, instant transactions, and personalized service - all from a tap on an employee's phone. That's the future we're creating. Our badges are the first step towards a fully integrated, frictionless system for in-person operations.\r\n\r\n\r\n\r\nMost tech ignores field workers. We're fixing that. We're digitizing all operations for local services - from home repairs to restaurants. Our vision: tap your phone anywhere to close a sale, leave a review, or verify service, making every interaction as smooth as buying the latest iPhone.\r\n\r\n\r\n\r\n- We have 30 paying customers, including one enterprise pilot. MRR grew from $1,400 to $4,750 in two months. We've processed over 3,000 reviews.\r\n\r\n\r\n\r\nFounded by Dylan Allen and Ernesto Valencia, CS grads from BYU with experience at Microsoft and Amazon. We're expanding into scheduling, payments, and full workforce management. Our goal: become the central platform for in-person work, serving millions of field employees and revolutionizing how local businesses operate.",
+    "long_description": "Cheers is building the operating system for in-person businesses, bringing the seamless efficiency of an Apple Store to every local service. We're starting with NFC-enabled employee badges that solve immediate pain points: collecting reviews, accepting payments, attributing customer interactions, and tracking performance. Our customers 5-10x their monthly Google Reviews.\r\n\r\n\r\n\r\n- Imagine walking into any local business and experiencing the smoothness of an Apple Store: roaming checkouts, instant transactions, and personalized service - all from a tap on an employee's phone. That's the future we're creating. Our badges are the first step towards a fully integrated, frictionless system for in-person operations.\r\n\r\n\r\n\r\nMost tech ignores field workers. We're fixing that. We're digitizing all operations for local services - from home repairs to restaurants. Our vision: tap your phone anywhere to close a sale, leave a review, or verify service, making every interaction as smooth as buying the latest iPhone.\r\n\r\n\r\n\r\n- We have over 30 paying customers, including one enterprise pilot. MRR grew from $1,400 to ~$5,000 in two months. We've processed over 3,000 reviews.\r\n\r\n\r\n\r\nFounded by Dylan Allen and Ernesto Valencia, CS grads from BYU with experience at Microsoft and Amazon. We're expanding into scheduling, payments, and full workforce management. Our goal: become the central platform for in-person work, serving millions of field employees and revolutionizing how local businesses operate.",
     "one_liner": "The super-app for in-person employee management",
     "team_size": 2,
     "highlight_black": false,
@@ -22159,9 +22160,11 @@
     "subindustry": "B2B",
     "launched_at": 1723170275,
     "tags": [
+      "Artificial Intelligence",
+      "Generative AI",
+      "B2B",
       "Compliance",
-      "Insurance",
-      "AI"
+      "Insurance"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -22291,7 +22294,7 @@
     "website": "https://zigma.io",
     "all_locations": "San Francisco, CA, USA; Remote",
     "long_description": "We began with an open-source library for React developers that enables them to create beautiful and accessible interfaces (NextUI). We are now building a complete frontend-as-a-service platform to make building the frontend part of products easier, allowing teams to focus more on their product and less on design systems and frontend complexities (zigma.io).",
-    "one_liner": "Open-source design system creation & management platform.",
+    "one_liner": "Design system creation & management platform.",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": true,
diff --git a/companies/women-founded.json b/companies/women-founded.json
index bfef73f3..982a6d81 100644
--- a/companies/women-founded.json
+++ b/companies/women-founded.json
@@ -28658,7 +28658,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "S23",
     "status": "Active",
@@ -32558,7 +32558,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "InspectMind AI is changing the game for people who build and design buildings by making it super easy to do their paperwork. Our tool uses AI to quickly turn videos and photos from construction sites into detailed, accurate and well formatted reports. What used to take days of typing and organizing now takes just minutes. With our app, workers can spend less time at their desks and more time doing the important stuff on site.",
     "one_liner": "Write Construction Inspections Reports using AI, up to 10x faster",
-    "team_size": 3,
+    "team_size": 5,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": true,
@@ -34075,7 +34075,7 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/3b03e14b8a7d809f05b6579c758dc4fbbe6ff821.png",
     "website": "https://www.dreamrp.com/",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.",
+    "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.\r\n\r\nAI roleplaying is ravenously popular, but no existing platform focuses on the most impactful component of the experience: the creators who make the characters. With a more ethical implementation of AI and the right creation and monetization features, DreamRP has unlocked AI roleplaying for the most talented and successful creators.",
     "one_liner": "Character AI meets Patreon",
     "team_size": 2,
     "highlight_black": false,
diff --git a/industries/analytics.json b/industries/analytics.json
index d69d6c51..6bf04120 100644
--- a/industries/analytics.json
+++ b/industries/analytics.json
@@ -4973,10 +4973,10 @@
     "name": "phospho",
     "slug": "phospho",
     "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/25da999aa4a2fad3937c56ced9af091933f43a83.png",
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/18adb73f19cdc6d40006f80186b22f0d0a3b08ff.png",
     "website": "https://phospho.ai",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to monitor interactions with their LLM app and take action.\r\n\r\nWe want to be the Datadog the LLM OS.  Text will be the main mean of communication between humans and computers, and also computers to computers. A tool is needed to analyze these flows in real time.",
+    "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to get answers, take decisions and reduce churn by mining user messages.\r\n\r\nUse phospho to:\r\n- cluster messages or chat sessions\r\n- get user analytics\r\n- setup no code text analytics (LLM detection, sentiment, classifiers,...)\r\n- iterate faster with AB tests\r\n- centralize all your transcripts in one place\r\n\r\nGet started in 3 minutes by uploading a CSV. Integrate the API when convinced.",
     "one_liner": "Open Source Text Analytics for LLM Apps",
     "team_size": 3,
     "highlight_black": false,
diff --git a/industries/asset-management.json b/industries/asset-management.json
index a05e6a5f..93217507 100644
--- a/industries/asset-management.json
+++ b/industries/asset-management.json
@@ -1886,8 +1886,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/860789e4b5347ff0d9c534e39f80af9c01143ab3.png",
     "website": "https://www.hadrius.com",
     "all_locations": "New York, NY, USA",
-    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $250B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
-    "one_liner": "The Financial Compliance Copilot",
+    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $400B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
+    "one_liner": "Effortless Financial Compliance",
     "team_size": 9,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -1896,11 +1896,11 @@
     "subindustry": "Fintech -> Asset Management",
     "launched_at": 1668714980,
     "tags": [
-      "Artificial Intelligence",
       "SaaS",
       "B2B",
       "Compliance",
-      "Regtech"
+      "Regtech",
+      "AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
diff --git a/industries/b2b.json b/industries/b2b.json
index 4bfd54da..7f55803a 100644
--- a/industries/b2b.json
+++ b/industries/b2b.json
@@ -45496,7 +45496,7 @@
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/66941efea1bbb96c0037b8eb01cd10d72092895c.png",
     "website": "https://joinformal.com",
-    "all_locations": "San Francisco, CA, USA; Remote",
+    "all_locations": "San Francisco, CA, USA; New York, NY, USA; Remote",
     "long_description": "",
     "one_liner": "Take control of your data in real-time.",
     "team_size": 10,
@@ -71782,7 +71782,7 @@
     "isHiring": false,
     "nonprofit": false,
     "batch": "S22",
-    "status": "Active",
+    "status": "Inactive",
     "industries": [
       "B2B",
       "Productivity"
@@ -76237,11 +76237,11 @@
     "subindustry": "B2B",
     "launched_at": 1655587130,
     "tags": [
+      "Artificial Intelligence",
       "Machine Learning",
       "SaaS",
       "B2B",
-      "Enterprise",
-      "AI"
+      "Enterprise"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -82405,15 +82405,15 @@
   },
   {
     "id": 27965,
-    "name": "keyval",
-    "slug": "keyval",
+    "name": "Odigos",
+    "slug": "odigos",
     "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/01789500d10ff2ef05f798f16209dfd5b1e1f331.png",
-    "website": "https://keyval.dev",
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6519c1c9ffc92217f36449c3d731f02ef19aedb2.png",
+    "website": "https://odigos.io",
     "all_locations": "",
-    "long_description": "Keyval leverages eBPF technology to create an open-source solution that can automatically generate distributed traces for any application without any engineering work.\r\nDevelopers are struggling with extracting and delivering high-quality monitoring data.\r\nCurrently, building a pipeline is a manual process that takes months to implement, is an error-prone process that requires tons of code changes across multiple R&D teams, and demands collaboration.\r\n\r\n",
-    "one_liner": "Open-source codeless monitoring pipeline",
-    "team_size": 6,
+    "long_description": "Odigos leverages eBPF technology to create an open-source solution that can automatically generate distributed traces for any application without any engineering work.\r\nDevelopers are struggling with extracting and delivering high-quality monitoring data.\r\nCurrently, building a pipeline is a manual process that takes months to implement, is an error-prone process that requires tons of code changes across multiple R&D teams, and demands collaboration.\r\n\r\n",
+    "one_liner": "Enterprise-Grade OpenTelemetry",
+    "team_size": 9,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": false,
@@ -82439,8 +82439,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/keyval",
-    "api": "https://yc-oss.github.io/api/batches/w23/keyval.json"
+    "url": "https://www.ycombinator.com/companies/odigos",
+    "api": "https://yc-oss.github.io/api/batches/w23/odigos.json"
   },
   {
     "id": 27966,
@@ -85058,7 +85058,7 @@
     "tags": [],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "W23",
     "status": "Active",
@@ -86234,7 +86234,7 @@
     "highlight_latinx": false,
     "highlight_women": false,
     "industry": "B2B",
-    "subindustry": "B2B -> Infrastructure",
+    "subindustry": "B2B -> Security",
     "launched_at": 1689618282,
     "tags": [
       "Security",
@@ -86245,7 +86245,7 @@
     "isHiring": false,
     "nonprofit": false,
     "batch": "S23",
-    "status": "Active",
+    "status": "Inactive",
     "industries": [
       "B2B",
       "Security"
@@ -89389,11 +89389,11 @@
     "subindustry": "B2B -> Engineering, Product and Design",
     "launched_at": 1688142176,
     "tags": [
+      "Artificial Intelligence",
       "Developer Tools",
       "DevSecOps",
       "Machine Learning",
-      "Open Source",
-      "AI"
+      "Open Source"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -94310,7 +94310,7 @@
     "tags": [],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "W24",
     "status": "Active",
@@ -96101,10 +96101,10 @@
     "name": "phospho",
     "slug": "phospho",
     "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/25da999aa4a2fad3937c56ced9af091933f43a83.png",
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/18adb73f19cdc6d40006f80186b22f0d0a3b08ff.png",
     "website": "https://phospho.ai",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to monitor interactions with their LLM app and take action.\r\n\r\nWe want to be the Datadog the LLM OS.  Text will be the main mean of communication between humans and computers, and also computers to computers. A tool is needed to analyze these flows in real time.",
+    "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to get answers, take decisions and reduce churn by mining user messages.\r\n\r\nUse phospho to:\r\n- cluster messages or chat sessions\r\n- get user analytics\r\n- setup no code text analytics (LLM detection, sentiment, classifiers,...)\r\n- iterate faster with AB tests\r\n- centralize all your transcripts in one place\r\n\r\nGet started in 3 minutes by uploading a CSV. Integrate the API when convinced.",
     "one_liner": "Open Source Text Analytics for LLM Apps",
     "team_size": 3,
     "highlight_black": false,
@@ -96754,8 +96754,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d3f9546e074addf8f9d38b3d1199ed7484573033.png",
     "website": "https://superagent.sh/",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Superagent is an open-source platform for custom AI-agents that do web research. Companies use us to do better sales, marketing, and project management.\r\n\r\nThe agents can reason, browse the web, and access your files. It's open-source, and it's designed for everyone - not just AI experts.\r\n\r\n🥷 How do companies build their own AI-agents:\r\n- No coding or infrastructure needed: Customize AI-agents using simple markup.\r\n- Integration with Airtable: Ideal for business users.\r\n- API and SDKs: Embed AI-agents into any app or third-party system, e.g. Salesforce.\r\n\r\n🚀 By choosing Superagent, companies can:\r\n- Improve Sales: Gather detailed info about potential customers early on. Focus efforts on those most likely to buy, increasing success rates and saving time.\r\n- Personalize Marketing: Connect to CRMs to craft custom marketing messages. AI-agents analyze customer data to send offers that match their interests, boosting engagement and sales.\r\n- Stay Ahead of Competitors: Track what competitors are doing by analyzing market reports, web activity, and social media. Quickly adjust your strategies, find new market gaps, and offer better products.",
-    "one_liner": "Open-source AI-agents for doing web research",
+    "long_description": "Superagent uses AI to help businesses improve their compliance ✅\r\n\r\nFor employees:\r\n- 💬 Answers employee questions about compliance policies instantly.\r\n- 📚 Provides sources for all information.\r\n- 🔐 Gives compliance teams control over content.\r\n\r\nFor compliance managers:\r\n- 🔍 Identifies gaps between company procedures and compliance standards.\r\n- 🔄 Helps update procedures based on new standards or incidents.\r\n- 🔔 Monitors regulatory changes in your industry.",
+    "one_liner": "ChatGPT for Compliance",
     "team_size": 2,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -96765,8 +96765,9 @@
     "launched_at": 1701445003,
     "tags": [
       "Artificial Intelligence",
-      "Developer Tools",
-      "Open Source",
+      "SaaS",
+      "Compliance",
+      "Regtech",
       "AI Assistant"
     ],
     "tags_highlighted": [],
@@ -96776,8 +96777,7 @@
     "batch": "W24",
     "status": "Active",
     "industries": [
-      "B2B",
-      "Engineering, Product and Design"
+      "B2B"
     ],
     "regions": [
       "United States of America",
@@ -100332,7 +100332,7 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/a67c33e0e1229416643c3c04c56495e10ccaea0a.png",
     "website": "https://www.cheersreviews.com",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Cheers is building the operating system for in-person businesses, bringing the seamless efficiency of an Apple Store to every local service. We're starting with NFC-enabled employee badges that solve immediate pain points: collecting reviews, attributing customer interactions, and tracking performance. Our customers 5-10x their monthly Google Reviews.\r\n\r\n\r\n\r\n- Imagine walking into any local business and experiencing the smoothness of an Apple Store: roaming checkouts, instant transactions, and personalized service - all from a tap on an employee's phone. That's the future we're creating. Our badges are the first step towards a fully integrated, frictionless system for in-person operations.\r\n\r\n\r\n\r\nMost tech ignores field workers. We're fixing that. We're digitizing all operations for local services - from home repairs to restaurants. Our vision: tap your phone anywhere to close a sale, leave a review, or verify service, making every interaction as smooth as buying the latest iPhone.\r\n\r\n\r\n\r\n- We have 30 paying customers, including one enterprise pilot. MRR grew from $1,400 to $4,750 in two months. We've processed over 3,000 reviews.\r\n\r\n\r\n\r\nFounded by Dylan Allen and Ernesto Valencia, CS grads from BYU with experience at Microsoft and Amazon. We're expanding into scheduling, payments, and full workforce management. Our goal: become the central platform for in-person work, serving millions of field employees and revolutionizing how local businesses operate.",
+    "long_description": "Cheers is building the operating system for in-person businesses, bringing the seamless efficiency of an Apple Store to every local service. We're starting with NFC-enabled employee badges that solve immediate pain points: collecting reviews, accepting payments, attributing customer interactions, and tracking performance. Our customers 5-10x their monthly Google Reviews.\r\n\r\n\r\n\r\n- Imagine walking into any local business and experiencing the smoothness of an Apple Store: roaming checkouts, instant transactions, and personalized service - all from a tap on an employee's phone. That's the future we're creating. Our badges are the first step towards a fully integrated, frictionless system for in-person operations.\r\n\r\n\r\n\r\nMost tech ignores field workers. We're fixing that. We're digitizing all operations for local services - from home repairs to restaurants. Our vision: tap your phone anywhere to close a sale, leave a review, or verify service, making every interaction as smooth as buying the latest iPhone.\r\n\r\n\r\n\r\n- We have over 30 paying customers, including one enterprise pilot. MRR grew from $1,400 to ~$5,000 in two months. We've processed over 3,000 reviews.\r\n\r\n\r\n\r\nFounded by Dylan Allen and Ernesto Valencia, CS grads from BYU with experience at Microsoft and Amazon. We're expanding into scheduling, payments, and full workforce management. Our goal: become the central platform for in-person work, serving millions of field employees and revolutionizing how local businesses operate.",
     "one_liner": "The super-app for in-person employee management",
     "team_size": 2,
     "highlight_black": false,
@@ -101015,6 +101015,50 @@
     "url": "https://www.ycombinator.com/companies/stack-auth",
     "api": "https://yc-oss.github.io/api/batches/s24/stack-auth.json"
   },
+  {
+    "id": 29644,
+    "name": "VideoGen",
+    "slug": "videogen",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/67133b6c1025c9a5557fc657b87ed61ad2b540c5.png",
+    "website": "https://videogen.io",
+    "all_locations": "San Francisco, CA, USA",
+    "long_description": "VideoGen makes it easy for anyone to create professional, copyright-free videos in seconds. Today, we serve thousands of customers, from individuals and small businesses to teams at Google and ByteDance.\r\n\r\nMaking videos is hard, time-consuming, and expensive if you hire someone to do it for you. With VideoGen, it only takes a few clicks!",
+    "one_liner": "Generate professional videos in seconds",
+    "team_size": 3,
+    "highlight_black": true,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "B2B",
+    "subindustry": "B2B",
+    "launched_at": 1725431613,
+    "tags": [
+      "Artificial Intelligence",
+      "Generative AI",
+      "SaaS",
+      "Video"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "S24",
+    "status": "Active",
+    "industries": [
+      "B2B"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": true,
+    "url": "https://www.ycombinator.com/companies/videogen",
+    "api": "https://yc-oss.github.io/api/batches/s24/videogen.json"
+  },
   {
     "id": 29645,
     "name": "Phonely",
@@ -101585,7 +101629,7 @@
     "subindustry": "B2B",
     "launched_at": 1724580560,
     "tags": [
-      "Fintech",
+      "Artificial Intelligence",
       "Health Tech",
       "B2B",
       "Healthcare",
@@ -101757,7 +101801,7 @@
     "website": "https://www.deepsim.io",
     "all_locations": "Mountain View, CA, USA",
     "long_description": "DeepSim is building an AI-accelerated 3D physics simulator that runs 1000X faster than existing FEM tools, speeding up complex simulations from days to minutes. DeepSim was founded by Stanford PhDs with expertise in thermal modeling of semiconductor devices & circuits, and GPU-accelerated solvers.\r\n",
-    "one_liner": "AI-accelerated multi-physics simulations",
+    "one_liner": "An AI physics simulator for AI chip design",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -101766,8 +101810,8 @@
     "subindustry": "B2B -> Productivity",
     "launched_at": 1723754775,
     "tags": [
-      "B2B",
-      "AI"
+      "Artificial Intelligence",
+      "B2B"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -103969,54 +104013,6 @@
     "url": "https://www.ycombinator.com/companies/thunder-compute",
     "api": "https://yc-oss.github.io/api/batches/s24/thunder-compute.json"
   },
-  {
-    "id": 29769,
-    "name": "Pinnacle",
-    "slug": "pinnacle",
-    "former_names": [
-      "InsightForge"
-    ],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/b466ed207f7ecd72989b10237037b204765513f2.png",
-    "website": "https://trypinnacle.app/",
-    "all_locations": "San Francisco, CA, USA",
-    "long_description": "Meet Pinnacle: The Future of SMS Marketing 📲\r\n\r\nPinnacle is the next generation of SMS marketing, created to overcome the design and engagement limitations of traditional SMS while still being in your native messaging apps on iOS and Android. We improve SMS marketing to drive higher ROI by providing businesses access to RCS Business Messaging (RBM) for rich, interactive content and branding like custom business headers, shoppable carousels, quick response buttons, and detailed analytics (including read receipts!). \r\n\r\nInterested in learning more? \r\n\r\nIf you or someone you know in e-commerce or at a marketing agency for e-commerce wants to increase sales with the next era of SMS marketing, reach out to us for a demo!\r\n\r\n- Email founders@trypinnacle.app OR\r\n- Text (870) 897 7103 OR\r\n- Book a 15 minute meeting: https://calendly.com/founders-at-pinnacle/discovery",
-    "one_liner": "Next Generation SMS Marketing",
-    "team_size": 2,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "B2B",
-    "subindustry": "B2B -> Engineering, Product and Design",
-    "launched_at": 1725406476,
-    "tags": [
-      "B2B",
-      "E-commerce",
-      "Marketing",
-      "SMS",
-      "AI"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "S24",
-    "status": "Active",
-    "industries": [
-      "B2B",
-      "Marketing"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/pinnacle",
-    "api": "https://yc-oss.github.io/api/batches/s24/pinnacle.json"
-  },
   {
     "id": 29770,
     "name": "Intryc",
@@ -104176,9 +104172,11 @@
     "subindustry": "B2B",
     "launched_at": 1723170275,
     "tags": [
+      "Artificial Intelligence",
+      "Generative AI",
+      "B2B",
       "Compliance",
-      "Insurance",
-      "AI"
+      "Insurance"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -104803,7 +104801,7 @@
     "website": "https://zigma.io",
     "all_locations": "San Francisco, CA, USA; Remote",
     "long_description": "We began with an open-source library for React developers that enables them to create beautiful and accessible interfaces (NextUI). We are now building a complete frontend-as-a-service platform to make building the frontend part of products easier, allowing teams to focus more on their product and less on design systems and frontend complexities (zigma.io).",
-    "one_liner": "Open-source design system creation & management platform.",
+    "one_liner": "Design system creation & management platform.",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": true,
diff --git a/industries/construction.json b/industries/construction.json
index 9a29653b..3659d8d1 100644
--- a/industries/construction.json
+++ b/industries/construction.json
@@ -569,7 +569,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "S19",
     "status": "Active",
@@ -1548,7 +1548,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "S23",
     "status": "Active",
@@ -1675,7 +1675,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "InspectMind AI is changing the game for people who build and design buildings by making it super easy to do their paperwork. Our tool uses AI to quickly turn videos and photos from construction sites into detailed, accurate and well formatted reports. What used to take days of typing and organizing now takes just minutes. With our app, workers can spend less time at their desks and more time doing the important stuff on site.",
     "one_liner": "Write Construction Inspections Reports using AI, up to 10x faster",
-    "team_size": 3,
+    "team_size": 5,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": true,
diff --git a/industries/consumer-health-and-wellness.json b/industries/consumer-health-and-wellness.json
index 67179ae3..a35b1755 100644
--- a/industries/consumer-health-and-wellness.json
+++ b/industries/consumer-health-and-wellness.json
@@ -2536,7 +2536,7 @@
       "Remote",
       "Fully Remote"
     ],
-    "stage": "Early",
+    "stage": "Growth",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
@@ -3330,7 +3330,7 @@
       "Canada",
       "America / Canada"
     ],
-    "stage": "Early",
+    "stage": "Growth",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
@@ -4553,7 +4553,9 @@
     "id": 25907,
     "name": "Joon Health",
     "slug": "joon-health",
-    "former_names": [],
+    "former_names": [
+      "Joon"
+    ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/2c143cc41cce3030b961ba7a83dcc56ee602bd4f.png",
     "website": "https://joonhealth.co",
     "all_locations": "San Francisco, CA, USA; Oakland, CA, USA",
diff --git a/industries/consumer.json b/industries/consumer.json
index 59e04e09..03311af3 100644
--- a/industries/consumer.json
+++ b/industries/consumer.json
@@ -15141,7 +15141,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "W17",
     "status": "Active",
@@ -32065,9 +32065,9 @@
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/fcaf96ff05ba04df3210e9778e22967b727fde37.png",
     "website": "https://mintplexlabs.com",
-    "all_locations": "Los Angeles, CA, USA; Remote",
-    "long_description": "Mintplex Labs builds open-source accessible AI applications that make the democratization of LLMs, RAG, Agents, vector databases, and the latest technology to the desktops of the world. Enabling locally running LLMs with built-in tooling and zero code.\r\n\r\nCurrent tools are:\r\nAnythingLLM (https://github.com/Mintplex-Labs/anything-llm)\r\nVectorAdmin (https://github.com/Mintplex-Labs/vector-admin)",
-    "one_liner": "Building accessible local AI.",
+    "all_locations": "Irvine, CA, USA; Remote",
+    "long_description": "Mintplex Labs builds AnythingLLM, an all-in-one desktop AI application that handles everything an LLM should do to increase your productivity while remaining fully private. \r\n\r\nCurrent tools are:\r\nAnythingLLM (https://github.com/Mintplex-Labs/anything-llm)\r\nVectorAdmin (https://github.com/Mintplex-Labs/vector-admin)",
+    "one_liner": "Building the all-in-one private desktop AI assistant",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -32076,11 +32076,9 @@
     "subindustry": "Consumer",
     "launched_at": 1652840561,
     "tags": [
-      "Consumer",
-      "B2B",
-      "Productivity",
+      "Artificial Intelligence",
       "Open Source",
-      "AI"
+      "AI Assistant"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -34086,14 +34084,14 @@
   },
   {
     "id": 29207,
-    "name": "HeyPurple",
-    "slug": "heypurple",
+    "name": "PurplePages",
+    "slug": "purplepages",
     "former_names": [],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/bf22855fa2bcccfa5a6527f46a30a4d6e91069b2.png",
-    "website": "https://www.heypurple.ai/",
+    "website": "https://www.thepurplepages.ai/",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "",
-    "one_liner": "Purple is an AI agent for online local marketplaces.",
+    "one_liner": "Purple is an AI agent for online local marketplace transactions.",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -34102,9 +34100,9 @@
     "subindustry": "B2B",
     "launched_at": 1707161827,
     "tags": [
+      "Artificial Intelligence",
       "Marketplace",
       "Real Estate",
-      "AI",
       "Conversational AI",
       "AI Assistant"
     ],
@@ -34127,8 +34125,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/heypurple",
-    "api": "https://yc-oss.github.io/api/batches/w24/heypurple.json"
+    "url": "https://www.ycombinator.com/companies/purplepages",
+    "api": "https://yc-oss.github.io/api/batches/w24/purplepages.json"
   },
   {
     "id": 29233,
@@ -34696,13 +34694,13 @@
   },
   {
     "id": 29443,
-    "name": "For Effect",
-    "slug": "for-effect",
+    "name": "ForEffect",
+    "slug": "foreffect",
     "former_names": [
       "Chirp"
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/b149f6917b5b7f8655329f4c129a6536c58bab42.png",
-    "website": "",
+    "website": "https://foreffect.ai",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "",
     "one_liner": "AI Video Effects",
@@ -34738,8 +34736,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/for-effect",
-    "api": "https://yc-oss.github.io/api/batches/w24/for-effect.json"
+    "url": "https://www.ycombinator.com/companies/foreffect",
+    "api": "https://yc-oss.github.io/api/batches/w24/foreffect.json"
   },
   {
     "id": 29450,
@@ -35567,11 +35565,11 @@
     "subindustry": "Unspecified",
     "launched_at": 1724988357,
     "tags": [
-      "Artificial Intelligence",
+      "Consumer",
       "Productivity",
       "Mental Health",
-      "Conversational AI",
-      "AI Assistant"
+      "AI",
+      "Conversational AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -35735,7 +35733,7 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/3b03e14b8a7d809f05b6579c758dc4fbbe6ff821.png",
     "website": "https://www.dreamrp.com/",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.",
+    "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.\r\n\r\nAI roleplaying is ravenously popular, but no existing platform focuses on the most impactful component of the experience: the creators who make the characters. With a more ethical implementation of AI and the right creation and monetization features, DreamRP has unlocked AI roleplaying for the most talented and successful creators.",
     "one_liner": "Character AI meets Patreon",
     "team_size": 2,
     "highlight_black": false,
diff --git a/industries/content.json b/industries/content.json
index 4402a284..de1c24e5 100644
--- a/industries/content.json
+++ b/industries/content.json
@@ -4697,13 +4697,13 @@
   },
   {
     "id": 29443,
-    "name": "For Effect",
-    "slug": "for-effect",
+    "name": "ForEffect",
+    "slug": "foreffect",
     "former_names": [
       "Chirp"
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/b149f6917b5b7f8655329f4c129a6536c58bab42.png",
-    "website": "",
+    "website": "https://foreffect.ai",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "",
     "one_liner": "AI Video Effects",
@@ -4739,8 +4739,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/for-effect",
-    "api": "https://yc-oss.github.io/api/batches/w24/for-effect.json"
+    "url": "https://www.ycombinator.com/companies/foreffect",
+    "api": "https://yc-oss.github.io/api/batches/w24/foreffect.json"
   },
   {
     "id": 29461,
@@ -4849,11 +4849,11 @@
     "subindustry": "Unspecified",
     "launched_at": 1724988357,
     "tags": [
-      "Artificial Intelligence",
+      "Consumer",
       "Productivity",
       "Mental Health",
-      "Conversational AI",
-      "AI Assistant"
+      "AI",
+      "Conversational AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
diff --git a/industries/drones.json b/industries/drones.json
index a473d3d9..7e1ea21f 100644
--- a/industries/drones.json
+++ b/industries/drones.json
@@ -779,7 +779,7 @@
     "website": "https://guardianrf.com/",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "Cost-Effective Drone Detection and Signal Intelligence for 21st- Century Peacekeeping. ",
-    "one_liner": "Context-specific drone detection and signal intel for US defense. ",
+    "one_liner": "Drone detection and signal intelligence for US defense. ",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
diff --git a/industries/engineering-product-and-design.json b/industries/engineering-product-and-design.json
index fa4bb17f..a971f86f 100644
--- a/industries/engineering-product-and-design.json
+++ b/industries/engineering-product-and-design.json
@@ -17205,11 +17205,11 @@
     "subindustry": "B2B -> Engineering, Product and Design",
     "launched_at": 1688142176,
     "tags": [
+      "Artificial Intelligence",
       "Developer Tools",
       "DevSecOps",
       "Machine Learning",
-      "Open Source",
-      "AI"
+      "Open Source"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -19434,51 +19434,6 @@
     "url": "https://www.ycombinator.com/companies/adrizz-com",
     "api": "https://yc-oss.github.io/api/batches/w24/adrizz-com.json"
   },
-  {
-    "id": 29374,
-    "name": "Superagent",
-    "slug": "superagent",
-    "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d3f9546e074addf8f9d38b3d1199ed7484573033.png",
-    "website": "https://superagent.sh/",
-    "all_locations": "San Francisco, CA, USA",
-    "long_description": "Superagent is an open-source platform for custom AI-agents that do web research. Companies use us to do better sales, marketing, and project management.\r\n\r\nThe agents can reason, browse the web, and access your files. It's open-source, and it's designed for everyone - not just AI experts.\r\n\r\n🥷 How do companies build their own AI-agents:\r\n- No coding or infrastructure needed: Customize AI-agents using simple markup.\r\n- Integration with Airtable: Ideal for business users.\r\n- API and SDKs: Embed AI-agents into any app or third-party system, e.g. Salesforce.\r\n\r\n🚀 By choosing Superagent, companies can:\r\n- Improve Sales: Gather detailed info about potential customers early on. Focus efforts on those most likely to buy, increasing success rates and saving time.\r\n- Personalize Marketing: Connect to CRMs to craft custom marketing messages. AI-agents analyze customer data to send offers that match their interests, boosting engagement and sales.\r\n- Stay Ahead of Competitors: Track what competitors are doing by analyzing market reports, web activity, and social media. Quickly adjust your strategies, find new market gaps, and offer better products.",
-    "one_liner": "Open-source AI-agents for doing web research",
-    "team_size": 2,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "B2B",
-    "subindustry": "B2B -> Engineering, Product and Design",
-    "launched_at": 1701445003,
-    "tags": [
-      "Artificial Intelligence",
-      "Developer Tools",
-      "Open Source",
-      "AI Assistant"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "W24",
-    "status": "Active",
-    "industries": [
-      "B2B",
-      "Engineering, Product and Design"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/superagent",
-    "api": "https://yc-oss.github.io/api/batches/w24/superagent.json"
-  },
   {
     "id": 29375,
     "name": "Preloop",
@@ -21409,7 +21364,7 @@
     "website": "https://zigma.io",
     "all_locations": "San Francisco, CA, USA; Remote",
     "long_description": "We began with an open-source library for React developers that enables them to create beautiful and accessible interfaces (NextUI). We are now building a complete frontend-as-a-service platform to make building the frontend part of products easier, allowing teams to focus more on their product and less on design systems and frontend complexities (zigma.io).",
-    "one_liner": "Open-source design system creation & management platform.",
+    "one_liner": "Design system creation & management platform.",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": true,
diff --git a/industries/fintech.json b/industries/fintech.json
index 16b7dd0e..b079af84 100644
--- a/industries/fintech.json
+++ b/industries/fintech.json
@@ -7981,7 +7981,7 @@
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/7515f83e50e3f52a5cd34355a67ae58ba87c3724.png",
     "website": "https://cocopago.app",
-    "all_locations": "New York, NY, USA; Remote",
+    "all_locations": "New York, NY, USA; San Francisco, CA, USA; Remote",
     "long_description": "Send, spend, save, and earn money via stablecoins. \r\n",
     "one_liner": "Web3 super app for remittances to Latin America.",
     "team_size": 50,
@@ -23009,8 +23009,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/860789e4b5347ff0d9c534e39f80af9c01143ab3.png",
     "website": "https://www.hadrius.com",
     "all_locations": "New York, NY, USA",
-    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $250B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
-    "one_liner": "The Financial Compliance Copilot",
+    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $400B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
+    "one_liner": "Effortless Financial Compliance",
     "team_size": 9,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -23019,11 +23019,11 @@
     "subindustry": "Fintech -> Asset Management",
     "launched_at": 1668714980,
     "tags": [
-      "Artificial Intelligence",
       "SaaS",
       "B2B",
       "Compliance",
-      "Regtech"
+      "Regtech",
+      "AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -24853,8 +24853,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6af70add968020435b7e6619f1daf7399205f64b.png",
     "website": "https://www.inquery.ai/",
     "all_locations": "",
-    "long_description": "InQuery is an AI-powered insurance claims management system. We eliminate tedious back office claims admin work like data capture, document management, and claims research so that adjusters can focus on providing world-class service to claimants.",
-    "one_liner": "AI Assistant for Insurance Claims Processing",
+    "long_description": "InQuery is an operating system for the insurance industry built from the ground-up to leverage modern language processing techniques to improve claims handling, policy administration and distribution, and underwriting, starting with the world's first AI-native Claims Management System.\r\n\r\nOur mission is to empower the insurance industry to close the trillion dollar underinsurance gap by expanding the reach and scope of insurance products to cover the emerging risks of the 21st century.",
+    "one_liner": "AI-Native Operating System for the Insurance Industry",
     "team_size": 2,
     "highlight_black": false,
     "highlight_latinx": true,
@@ -24864,8 +24864,8 @@
     "launched_at": 1704737122,
     "tags": [
       "Documents",
+      "Artificial Intelligence",
       "Insurance",
-      "AI",
       "AI Assistant"
     ],
     "tags_highlighted": [],
diff --git a/industries/government.json b/industries/government.json
index a7edd7ee..a6b566d8 100644
--- a/industries/government.json
+++ b/industries/government.json
@@ -832,7 +832,8 @@
     "name": "Blissway",
     "slug": "blissway",
     "former_names": [
-      "Blissway"
+      "Blissway",
+      "BLISSWAY"
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/41fb64af0fedc089c69c9af82b6619dfece6ffd3.png",
     "website": "https://www.blissway.com/",
diff --git a/industries/healthcare-it.json b/industries/healthcare-it.json
index 5ffdaaf7..0bd77e63 100644
--- a/industries/healthcare-it.json
+++ b/industries/healthcare-it.json
@@ -4357,7 +4357,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "We use generative AI to call insurance on behalf of healthcare clinics. We save clinics up to 40 hours of calls every week over existing outsourced human solutions. \r\n\r\nCompared to the existing solutions for benefits verifications: \r\n- We're faster -- by default, we have a turnaround of 24 hours compared to typically a 3 day turnaround for competitors\r\n- We can reach more payors -- as long as they have a phone line, we can support calling them for benefits. There's quite a few payors in both medical and dental (e.g. Seledent) that have yet to offer a digital retrieval of benefits\r\n- We're reliable and consistent -- there is no person-to-person variation or question skipping when it comes to working with software\r\n",
     "one_liner": "Using generative AI to call insurance for healthcare clinics",
-    "team_size": 2,
+    "team_size": 4,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": false,
@@ -4365,11 +4365,11 @@
     "subindustry": "Healthcare -> Healthcare IT",
     "launched_at": 1689790147,
     "tags": [
-      "Artificial Intelligence",
       "SaaS",
       "B2B",
       "Healthcare IT",
-      "Billing"
+      "Billing",
+      "AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
diff --git a/industries/healthcare.json b/industries/healthcare.json
index 29ffbde5..79d170ce 100644
--- a/industries/healthcare.json
+++ b/industries/healthcare.json
@@ -12074,7 +12074,7 @@
       "Remote",
       "Fully Remote"
     ],
-    "stage": "Early",
+    "stage": "Growth",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
@@ -15556,7 +15556,7 @@
       "Canada",
       "America / Canada"
     ],
-    "stage": "Early",
+    "stage": "Growth",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
@@ -20844,7 +20844,9 @@
     "id": 25907,
     "name": "Joon Health",
     "slug": "joon-health",
-    "former_names": [],
+    "former_names": [
+      "Joon"
+    ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/2c143cc41cce3030b961ba7a83dcc56ee602bd4f.png",
     "website": "https://joonhealth.co",
     "all_locations": "San Francisco, CA, USA; Oakland, CA, USA",
@@ -23816,7 +23818,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "We use generative AI to call insurance on behalf of healthcare clinics. We save clinics up to 40 hours of calls every week over existing outsourced human solutions. \r\n\r\nCompared to the existing solutions for benefits verifications: \r\n- We're faster -- by default, we have a turnaround of 24 hours compared to typically a 3 day turnaround for competitors\r\n- We can reach more payors -- as long as they have a phone line, we can support calling them for benefits. There's quite a few payors in both medical and dental (e.g. Seledent) that have yet to offer a digital retrieval of benefits\r\n- We're reliable and consistent -- there is no person-to-person variation or question skipping when it comes to working with software\r\n",
     "one_liner": "Using generative AI to call insurance for healthcare clinics",
-    "team_size": 2,
+    "team_size": 4,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": false,
@@ -23824,11 +23826,11 @@
     "subindustry": "Healthcare -> Healthcare IT",
     "launched_at": 1689790147,
     "tags": [
-      "Artificial Intelligence",
       "SaaS",
       "B2B",
       "Healthcare IT",
-      "Billing"
+      "Billing",
+      "AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
diff --git a/industries/home-and-personal.json b/industries/home-and-personal.json
index c319ae85..fe7d901b 100644
--- a/industries/home-and-personal.json
+++ b/industries/home-and-personal.json
@@ -5605,14 +5605,14 @@
   },
   {
     "id": 29207,
-    "name": "HeyPurple",
-    "slug": "heypurple",
+    "name": "PurplePages",
+    "slug": "purplepages",
     "former_names": [],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/bf22855fa2bcccfa5a6527f46a30a4d6e91069b2.png",
-    "website": "https://www.heypurple.ai/",
+    "website": "https://www.thepurplepages.ai/",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "",
-    "one_liner": "Purple is an AI agent for online local marketplaces.",
+    "one_liner": "Purple is an AI agent for online local marketplace transactions.",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -5621,9 +5621,9 @@
     "subindustry": "B2B",
     "launched_at": 1707161827,
     "tags": [
+      "Artificial Intelligence",
       "Marketplace",
       "Real Estate",
-      "AI",
       "Conversational AI",
       "AI Assistant"
     ],
@@ -5646,7 +5646,7 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/heypurple",
-    "api": "https://yc-oss.github.io/api/batches/w24/heypurple.json"
+    "url": "https://www.ycombinator.com/companies/purplepages",
+    "api": "https://yc-oss.github.io/api/batches/w24/purplepages.json"
   }
 ]
diff --git a/industries/industrials.json b/industries/industrials.json
index bfd064b2..5a189df7 100644
--- a/industries/industrials.json
+++ b/industries/industrials.json
@@ -6793,7 +6793,7 @@
     "former_names": [],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/640f26537f8b5dd95cdf6d6556434583b3097c60.png",
     "website": "https://fluxauto.xyz",
-    "all_locations": "Houston, TX, USA",
+    "all_locations": "Houston, TX, USA; Bengaluru, KA, India",
     "long_description": "Flux Auto is building autonomous mobility technology to fully automate the movement and operation of vehicles in any environment and for any application. Using Flux's solutions customers can reduce their dependency on human drivers, while also increasing productivity and reducing operating costs. \r\n\r\nFlux is currently deploying in warehouses, farms and mines.",
     "one_liner": "Autonomous Mobility for Any Application",
     "team_size": 56,
@@ -6822,7 +6822,9 @@
     ],
     "regions": [
       "United States of America",
+      "India",
       "America / Canada",
+      "South Asia",
       "Remote",
       "Partly Remote"
     ],
@@ -11953,7 +11955,7 @@
     "website": "https://guardianrf.com/",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "Cost-Effective Drone Detection and Signal Intelligence for 21st- Century Peacekeeping. ",
-    "one_liner": "Context-specific drone detection and signal intel for US defense. ",
+    "one_liner": "Drone detection and signal intelligence for US defense. ",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
diff --git a/industries/infrastructure.json b/industries/infrastructure.json
index 585c93d2..4d8646c2 100644
--- a/industries/infrastructure.json
+++ b/industries/infrastructure.json
@@ -8007,15 +8007,15 @@
   },
   {
     "id": 27965,
-    "name": "keyval",
-    "slug": "keyval",
+    "name": "Odigos",
+    "slug": "odigos",
     "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/01789500d10ff2ef05f798f16209dfd5b1e1f331.png",
-    "website": "https://keyval.dev",
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6519c1c9ffc92217f36449c3d731f02ef19aedb2.png",
+    "website": "https://odigos.io",
     "all_locations": "",
-    "long_description": "Keyval leverages eBPF technology to create an open-source solution that can automatically generate distributed traces for any application without any engineering work.\r\nDevelopers are struggling with extracting and delivering high-quality monitoring data.\r\nCurrently, building a pipeline is a manual process that takes months to implement, is an error-prone process that requires tons of code changes across multiple R&D teams, and demands collaboration.\r\n\r\n",
-    "one_liner": "Open-source codeless monitoring pipeline",
-    "team_size": 6,
+    "long_description": "Odigos leverages eBPF technology to create an open-source solution that can automatically generate distributed traces for any application without any engineering work.\r\nDevelopers are struggling with extracting and delivering high-quality monitoring data.\r\nCurrently, building a pipeline is a manual process that takes months to implement, is an error-prone process that requires tons of code changes across multiple R&D teams, and demands collaboration.\r\n\r\n",
+    "one_liner": "Enterprise-Grade OpenTelemetry",
+    "team_size": 9,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": false,
@@ -8041,8 +8041,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/keyval",
-    "api": "https://yc-oss.github.io/api/batches/w23/keyval.json"
+    "url": "https://www.ycombinator.com/companies/odigos",
+    "api": "https://yc-oss.github.io/api/batches/w23/odigos.json"
   },
   {
     "id": 27971,
diff --git a/industries/insurance.json b/industries/insurance.json
index 0935ad3e..324b4736 100644
--- a/industries/insurance.json
+++ b/industries/insurance.json
@@ -1861,8 +1861,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6af70add968020435b7e6619f1daf7399205f64b.png",
     "website": "https://www.inquery.ai/",
     "all_locations": "",
-    "long_description": "InQuery is an AI-powered insurance claims management system. We eliminate tedious back office claims admin work like data capture, document management, and claims research so that adjusters can focus on providing world-class service to claimants.",
-    "one_liner": "AI Assistant for Insurance Claims Processing",
+    "long_description": "InQuery is an operating system for the insurance industry built from the ground-up to leverage modern language processing techniques to improve claims handling, policy administration and distribution, and underwriting, starting with the world's first AI-native Claims Management System.\r\n\r\nOur mission is to empower the insurance industry to close the trillion dollar underinsurance gap by expanding the reach and scope of insurance products to cover the emerging risks of the 21st century.",
+    "one_liner": "AI-Native Operating System for the Insurance Industry",
     "team_size": 2,
     "highlight_black": false,
     "highlight_latinx": true,
@@ -1872,8 +1872,8 @@
     "launched_at": 1704737122,
     "tags": [
       "Documents",
+      "Artificial Intelligence",
       "Insurance",
-      "AI",
       "AI Assistant"
     ],
     "tags_highlighted": [],
diff --git a/industries/job-and-career-services.json b/industries/job-and-career-services.json
index 3022dbd4..60f0316b 100644
--- a/industries/job-and-career-services.json
+++ b/industries/job-and-career-services.json
@@ -193,7 +193,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "W17",
     "status": "Active",
diff --git a/industries/manufacturing-and-robotics.json b/industries/manufacturing-and-robotics.json
index 0784d56e..f485cea5 100644
--- a/industries/manufacturing-and-robotics.json
+++ b/industries/manufacturing-and-robotics.json
@@ -1791,7 +1791,7 @@
     "former_names": [],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/640f26537f8b5dd95cdf6d6556434583b3097c60.png",
     "website": "https://fluxauto.xyz",
-    "all_locations": "Houston, TX, USA",
+    "all_locations": "Houston, TX, USA; Bengaluru, KA, India",
     "long_description": "Flux Auto is building autonomous mobility technology to fully automate the movement and operation of vehicles in any environment and for any application. Using Flux's solutions customers can reduce their dependency on human drivers, while also increasing productivity and reducing operating costs. \r\n\r\nFlux is currently deploying in warehouses, farms and mines.",
     "one_liner": "Autonomous Mobility for Any Application",
     "team_size": 56,
@@ -1820,7 +1820,9 @@
     ],
     "regions": [
       "United States of America",
+      "India",
       "America / Canada",
+      "South Asia",
       "Remote",
       "Partly Remote"
     ],
diff --git a/industries/marketing.json b/industries/marketing.json
index d8675424..c3f47232 100644
--- a/industries/marketing.json
+++ b/industries/marketing.json
@@ -6093,54 +6093,6 @@
     "url": "https://www.ycombinator.com/companies/remade",
     "api": "https://yc-oss.github.io/api/batches/s24/remade.json"
   },
-  {
-    "id": 29769,
-    "name": "Pinnacle",
-    "slug": "pinnacle",
-    "former_names": [
-      "InsightForge"
-    ],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/b466ed207f7ecd72989b10237037b204765513f2.png",
-    "website": "https://trypinnacle.app/",
-    "all_locations": "San Francisco, CA, USA",
-    "long_description": "Meet Pinnacle: The Future of SMS Marketing 📲\r\n\r\nPinnacle is the next generation of SMS marketing, created to overcome the design and engagement limitations of traditional SMS while still being in your native messaging apps on iOS and Android. We improve SMS marketing to drive higher ROI by providing businesses access to RCS Business Messaging (RBM) for rich, interactive content and branding like custom business headers, shoppable carousels, quick response buttons, and detailed analytics (including read receipts!). \r\n\r\nInterested in learning more? \r\n\r\nIf you or someone you know in e-commerce or at a marketing agency for e-commerce wants to increase sales with the next era of SMS marketing, reach out to us for a demo!\r\n\r\n- Email founders@trypinnacle.app OR\r\n- Text (870) 897 7103 OR\r\n- Book a 15 minute meeting: https://calendly.com/founders-at-pinnacle/discovery",
-    "one_liner": "Next Generation SMS Marketing",
-    "team_size": 2,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "B2B",
-    "subindustry": "B2B -> Engineering, Product and Design",
-    "launched_at": 1725406476,
-    "tags": [
-      "B2B",
-      "E-commerce",
-      "Marketing",
-      "SMS",
-      "AI"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "S24",
-    "status": "Active",
-    "industries": [
-      "B2B",
-      "Marketing"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/pinnacle",
-    "api": "https://yc-oss.github.io/api/batches/s24/pinnacle.json"
-  },
   {
     "id": 29972,
     "name": "Affil.ai",
diff --git a/industries/payments.json b/industries/payments.json
index 7e727d12..2fa53526 100644
--- a/industries/payments.json
+++ b/industries/payments.json
@@ -1554,7 +1554,7 @@
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/7515f83e50e3f52a5cd34355a67ae58ba87c3724.png",
     "website": "https://cocopago.app",
-    "all_locations": "New York, NY, USA; Remote",
+    "all_locations": "New York, NY, USA; San Francisco, CA, USA; Remote",
     "long_description": "Send, spend, save, and earn money via stablecoins. \r\n",
     "one_liner": "Web3 super app for remittances to Latin America.",
     "team_size": 50,
diff --git a/industries/productivity.json b/industries/productivity.json
index af5bef9c..88ee0bfb 100644
--- a/industries/productivity.json
+++ b/industries/productivity.json
@@ -6621,7 +6621,7 @@
     "isHiring": false,
     "nonprofit": false,
     "batch": "S22",
-    "status": "Active",
+    "status": "Inactive",
     "industries": [
       "B2B",
       "Productivity"
@@ -8328,7 +8328,7 @@
     "website": "https://www.deepsim.io",
     "all_locations": "Mountain View, CA, USA",
     "long_description": "DeepSim is building an AI-accelerated 3D physics simulator that runs 1000X faster than existing FEM tools, speeding up complex simulations from days to minutes. DeepSim was founded by Stanford PhDs with expertise in thermal modeling of semiconductor devices & circuits, and GPU-accelerated solvers.\r\n",
-    "one_liner": "AI-accelerated multi-physics simulations",
+    "one_liner": "An AI physics simulator for AI chip design",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -8337,8 +8337,8 @@
     "subindustry": "B2B -> Productivity",
     "launched_at": 1723754775,
     "tags": [
-      "B2B",
-      "AI"
+      "Artificial Intelligence",
+      "B2B"
     ],
     "tags_highlighted": [],
     "top_company": false,
diff --git a/industries/real-estate-and-construction.json b/industries/real-estate-and-construction.json
index 3242a578..bd0839c8 100644
--- a/industries/real-estate-and-construction.json
+++ b/industries/real-estate-and-construction.json
@@ -2793,7 +2793,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "S19",
     "status": "Active",
@@ -5632,7 +5632,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "S23",
     "status": "Active",
@@ -5807,7 +5807,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "InspectMind AI is changing the game for people who build and design buildings by making it super easy to do their paperwork. Our tool uses AI to quickly turn videos and photos from construction sites into detailed, accurate and well formatted reports. What used to take days of typing and organizing now takes just minutes. With our app, workers can spend less time at their desks and more time doing the important stuff on site.",
     "one_liner": "Write Construction Inspections Reports using AI, up to 10x faster",
-    "team_size": 3,
+    "team_size": 5,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": true,
diff --git a/industries/retail.json b/industries/retail.json
index 3f60419d..dba6656a 100644
--- a/industries/retail.json
+++ b/industries/retail.json
@@ -5153,7 +5153,7 @@
     "tags": [],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "W23",
     "status": "Active",
diff --git a/industries/security.json b/industries/security.json
index 57bada1f..8b8bdf63 100644
--- a/industries/security.json
+++ b/industries/security.json
@@ -3564,7 +3564,7 @@
     "highlight_latinx": false,
     "highlight_women": false,
     "industry": "B2B",
-    "subindustry": "B2B -> Infrastructure",
+    "subindustry": "B2B -> Security",
     "launched_at": 1689618282,
     "tags": [
       "Security",
@@ -3575,7 +3575,7 @@
     "isHiring": false,
     "nonprofit": false,
     "batch": "S23",
-    "status": "Active",
+    "status": "Inactive",
     "industries": [
       "B2B",
       "Security"
diff --git a/meta.json b/meta.json
index a767981e..b77cd370 100644
--- a/meta.json
+++ b/meta.json
@@ -1,5 +1,5 @@
 {
-  "last_updated": "2024-09-04T00:45:17.057Z",
+  "last_updated": "2024-09-05T00:45:18.425Z",
   "readme": "https://github.com/yc-oss/api",
   "companies": {
     "all": {
@@ -14,7 +14,7 @@
     },
     "black-founded": {
       "name": "Black-founded companies",
-      "count": 273,
+      "count": 274,
       "api": "https://yc-oss.github.io/api/companies/black-founded.json"
     },
     "hispanic-latino-founded": {
@@ -34,7 +34,7 @@
     },
     "hiring": {
       "name": "Companies currently hiring",
-      "count": 1009,
+      "count": 1004,
       "api": "https://yc-oss.github.io/api/companies/hiring.json"
     }
   },
@@ -71,7 +71,7 @@
     },
     "ai": {
       "name": "AI",
-      "count": 442,
+      "count": 437,
       "api": "https://yc-oss.github.io/api/tags/ai.json"
     },
     "ai-assistant": {
@@ -161,7 +161,7 @@
     },
     "artificial-intelligence": {
       "name": "Artificial Intelligence",
-      "count": 540,
+      "count": 546,
       "api": "https://yc-oss.github.io/api/tags/artificial-intelligence.json"
     },
     "assistive-tech": {
@@ -201,7 +201,7 @@
     },
     "b2b": {
       "name": "B2B",
-      "count": 953,
+      "count": 952,
       "api": "https://yc-oss.github.io/api/tags/b2b.json"
     },
     "banking-as-a-service": {
@@ -376,7 +376,7 @@
     },
     "compliance": {
       "name": "Compliance",
-      "count": 56,
+      "count": 57,
       "api": "https://yc-oss.github.io/api/tags/compliance.json"
     },
     "computational-storage": {
@@ -586,7 +586,7 @@
     },
     "developer-tools": {
       "name": "Developer Tools",
-      "count": 467,
+      "count": 466,
       "api": "https://yc-oss.github.io/api/tags/developer-tools.json"
     },
     "devops": {
@@ -751,7 +751,7 @@
     },
     "fintech": {
       "name": "Fintech",
-      "count": 697,
+      "count": 696,
       "api": "https://yc-oss.github.io/api/tags/fintech.json"
     },
     "fitness": {
@@ -821,7 +821,7 @@
     },
     "generative-ai": {
       "name": "Generative AI",
-      "count": 232,
+      "count": 234,
       "api": "https://yc-oss.github.io/api/tags/generative-ai.json"
     },
     "genetic-engineering": {
@@ -1066,7 +1066,7 @@
     },
     "marketing": {
       "name": "Marketing",
-      "count": 58,
+      "count": 57,
       "api": "https://yc-oss.github.io/api/tags/marketing.json"
     },
     "marketplace": {
@@ -1221,7 +1221,7 @@
     },
     "open-source": {
       "name": "Open Source",
-      "count": 145,
+      "count": 144,
       "api": "https://yc-oss.github.io/api/tags/open-source.json"
     },
     "operations": {
@@ -1276,7 +1276,7 @@
     },
     "productivity": {
       "name": "Productivity",
-      "count": 140,
+      "count": 139,
       "api": "https://yc-oss.github.io/api/tags/productivity.json"
     },
     "proptech": {
@@ -1321,7 +1321,7 @@
     },
     "regtech": {
       "name": "Regtech",
-      "count": 13,
+      "count": 14,
       "api": "https://yc-oss.github.io/api/tags/regtech.json"
     },
     "reinforcement-learning": {
@@ -1396,7 +1396,7 @@
     },
     "saas": {
       "name": "SaaS",
-      "count": 1048,
+      "count": 1050,
       "api": "https://yc-oss.github.io/api/tags/saas.json"
     },
     "sales": {
@@ -1486,7 +1486,7 @@
     },
     "sms": {
       "name": "SMS",
-      "count": 7,
+      "count": 6,
       "api": "https://yc-oss.github.io/api/tags/sms.json"
     },
     "social": {
@@ -1641,7 +1641,7 @@
     },
     "video": {
       "name": "Video",
-      "count": 77,
+      "count": 78,
       "api": "https://yc-oss.github.io/api/tags/video.json"
     },
     "virtual-reality": {
@@ -1788,7 +1788,7 @@
     },
     "engineering-product-and-design": {
       "name": "Engineering, Product and Design",
-      "count": 476,
+      "count": 475,
       "api": "https://yc-oss.github.io/api/industries/engineering-product-and-design.json"
     },
     "finance-and-accounting": {
@@ -1883,7 +1883,7 @@
     },
     "marketing": {
       "name": "Marketing",
-      "count": 136,
+      "count": 135,
       "api": "https://yc-oss.github.io/api/industries/marketing.json"
     },
     "medical-devices": {
diff --git a/tags/ai-assistant.json b/tags/ai-assistant.json
index 28c501be..abfe666c 100644
--- a/tags/ai-assistant.json
+++ b/tags/ai-assistant.json
@@ -1314,6 +1314,56 @@
     "url": "https://www.ycombinator.com/companies/alphawatch-ai",
     "api": "https://yc-oss.github.io/api/batches/w23/alphawatch-ai.json"
   },
+  {
+    "id": 26885,
+    "name": "Mintplex Labs",
+    "slug": "mintplex-labs",
+    "former_names": [
+      "Rampp Labs Inc",
+      "Rampp.xyz",
+      "MintPlex",
+      "Mintplex"
+    ],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/fcaf96ff05ba04df3210e9778e22967b727fde37.png",
+    "website": "https://mintplexlabs.com",
+    "all_locations": "Irvine, CA, USA; Remote",
+    "long_description": "Mintplex Labs builds AnythingLLM, an all-in-one desktop AI application that handles everything an LLM should do to increase your productivity while remaining fully private. \r\n\r\nCurrent tools are:\r\nAnythingLLM (https://github.com/Mintplex-Labs/anything-llm)\r\nVectorAdmin (https://github.com/Mintplex-Labs/vector-admin)",
+    "one_liner": "Building the all-in-one private desktop AI assistant",
+    "team_size": 3,
+    "highlight_black": false,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "Consumer",
+    "subindustry": "Consumer",
+    "launched_at": 1652840561,
+    "tags": [
+      "Artificial Intelligence",
+      "Open Source",
+      "AI Assistant"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "S22",
+    "status": "Active",
+    "industries": [
+      "Consumer"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada",
+      "Remote",
+      "Fully Remote"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": false,
+    "url": "https://www.ycombinator.com/companies/mintplex-labs",
+    "api": "https://yc-oss.github.io/api/batches/s22/mintplex-labs.json"
+  },
   {
     "id": 26897,
     "name": "AviaryAI",
@@ -2604,14 +2654,14 @@
   },
   {
     "id": 29207,
-    "name": "HeyPurple",
-    "slug": "heypurple",
+    "name": "PurplePages",
+    "slug": "purplepages",
     "former_names": [],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/bf22855fa2bcccfa5a6527f46a30a4d6e91069b2.png",
-    "website": "https://www.heypurple.ai/",
+    "website": "https://www.thepurplepages.ai/",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "",
-    "one_liner": "Purple is an AI agent for online local marketplaces.",
+    "one_liner": "Purple is an AI agent for online local marketplace transactions.",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -2620,9 +2670,9 @@
     "subindustry": "B2B",
     "launched_at": 1707161827,
     "tags": [
+      "Artificial Intelligence",
       "Marketplace",
       "Real Estate",
-      "AI",
       "Conversational AI",
       "AI Assistant"
     ],
@@ -2645,8 +2695,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/heypurple",
-    "api": "https://yc-oss.github.io/api/batches/w24/heypurple.json"
+    "url": "https://www.ycombinator.com/companies/purplepages",
+    "api": "https://yc-oss.github.io/api/batches/w24/purplepages.json"
   },
   {
     "id": 29278,
@@ -2889,8 +2939,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6af70add968020435b7e6619f1daf7399205f64b.png",
     "website": "https://www.inquery.ai/",
     "all_locations": "",
-    "long_description": "InQuery is an AI-powered insurance claims management system. We eliminate tedious back office claims admin work like data capture, document management, and claims research so that adjusters can focus on providing world-class service to claimants.",
-    "one_liner": "AI Assistant for Insurance Claims Processing",
+    "long_description": "InQuery is an operating system for the insurance industry built from the ground-up to leverage modern language processing techniques to improve claims handling, policy administration and distribution, and underwriting, starting with the world's first AI-native Claims Management System.\r\n\r\nOur mission is to empower the insurance industry to close the trillion dollar underinsurance gap by expanding the reach and scope of insurance products to cover the emerging risks of the 21st century.",
+    "one_liner": "AI-Native Operating System for the Insurance Industry",
     "team_size": 2,
     "highlight_black": false,
     "highlight_latinx": true,
@@ -2900,8 +2950,8 @@
     "launched_at": 1704737122,
     "tags": [
       "Documents",
+      "Artificial Intelligence",
       "Insurance",
-      "AI",
       "AI Assistant"
     ],
     "tags_highlighted": [],
@@ -3028,8 +3078,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d3f9546e074addf8f9d38b3d1199ed7484573033.png",
     "website": "https://superagent.sh/",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Superagent is an open-source platform for custom AI-agents that do web research. Companies use us to do better sales, marketing, and project management.\r\n\r\nThe agents can reason, browse the web, and access your files. It's open-source, and it's designed for everyone - not just AI experts.\r\n\r\n🥷 How do companies build their own AI-agents:\r\n- No coding or infrastructure needed: Customize AI-agents using simple markup.\r\n- Integration with Airtable: Ideal for business users.\r\n- API and SDKs: Embed AI-agents into any app or third-party system, e.g. Salesforce.\r\n\r\n🚀 By choosing Superagent, companies can:\r\n- Improve Sales: Gather detailed info about potential customers early on. Focus efforts on those most likely to buy, increasing success rates and saving time.\r\n- Personalize Marketing: Connect to CRMs to craft custom marketing messages. AI-agents analyze customer data to send offers that match their interests, boosting engagement and sales.\r\n- Stay Ahead of Competitors: Track what competitors are doing by analyzing market reports, web activity, and social media. Quickly adjust your strategies, find new market gaps, and offer better products.",
-    "one_liner": "Open-source AI-agents for doing web research",
+    "long_description": "Superagent uses AI to help businesses improve their compliance ✅\r\n\r\nFor employees:\r\n- 💬 Answers employee questions about compliance policies instantly.\r\n- 📚 Provides sources for all information.\r\n- 🔐 Gives compliance teams control over content.\r\n\r\nFor compliance managers:\r\n- 🔍 Identifies gaps between company procedures and compliance standards.\r\n- 🔄 Helps update procedures based on new standards or incidents.\r\n- 🔔 Monitors regulatory changes in your industry.",
+    "one_liner": "ChatGPT for Compliance",
     "team_size": 2,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -3039,8 +3089,9 @@
     "launched_at": 1701445003,
     "tags": [
       "Artificial Intelligence",
-      "Developer Tools",
-      "Open Source",
+      "SaaS",
+      "Compliance",
+      "Regtech",
       "AI Assistant"
     ],
     "tags_highlighted": [],
@@ -3050,8 +3101,7 @@
     "batch": "W24",
     "status": "Active",
     "industries": [
-      "B2B",
-      "Engineering, Product and Design"
+      "B2B"
     ],
     "regions": [
       "United States of America",
@@ -4280,52 +4330,6 @@
     "url": "https://www.ycombinator.com/companies/dataleap",
     "api": "https://yc-oss.github.io/api/batches/s24/dataleap.json"
   },
-  {
-    "id": 29828,
-    "name": "Focus Buddy",
-    "slug": "focus-buddy",
-    "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/36badd071180ac2d70c72ca019989b6ecf1830ca.png",
-    "website": "https://www.focusbuddy.ai/",
-    "all_locations": "San Francisco, CA, USA",
-    "long_description": "Reach out to us at founders@focusbuddy.ai\r\n\r\nFocus buddy is an AI productivity coach that stays on calls with you and help you accomplish your important work goals on a daily basis, even when you are struggling to focus.\r\n\r\nWe noticed that our users develop a productive relationship with Focus Buddy. Users stay on calls for multiple hours everyday where they depend on Focus Buddy to:\r\n• Avoid procrastination and get started: Address hidden anxieties, embrace imperfection, chunk tasks, kickstart with mini-goals, and use regular check-ins to maintain momentum.\r\n• Recover from distractions and stay focused: Focus Buddy detects when they are working on less important tasks or scrolling on social media, help them overcome the underlying concerns feeding the distraction, and help them get back to the important task\r\n• Manage stress and Prevent Burnout: Focus Buddy detects stress buildup, integrates mindfulness habits to the workflow, helps take short rejuvenating breaks, and stay composed.\r\n\r\nOur Initial ICP is people with ADHD who are highly motivated but also highly blocked by internal and environmental factors. In the future, we believe each worker should have their own personal coach that enforces proven productivity techniques in real time to help them extract more focused hours every day with the same effort. \r\n",
-    "one_liner": "AI Productivity Coach: Get work done when you are struggling to focus",
-    "team_size": 2,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "Consumer",
-    "subindustry": "Unspecified",
-    "launched_at": 1724988357,
-    "tags": [
-      "Artificial Intelligence",
-      "Productivity",
-      "Mental Health",
-      "Conversational AI",
-      "AI Assistant"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "S24",
-    "status": "Active",
-    "industries": [
-      "Consumer",
-      "Content"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/focus-buddy",
-    "api": "https://yc-oss.github.io/api/batches/s24/focus-buddy.json"
-  },
   {
     "id": 29839,
     "name": "pap!",
diff --git a/tags/ai.json b/tags/ai.json
index 06fc51f3..ba76ee0d 100644
--- a/tags/ai.json
+++ b/tags/ai.json
@@ -6522,7 +6522,7 @@
     "isHiring": false,
     "nonprofit": false,
     "batch": "S22",
-    "status": "Active",
+    "status": "Inactive",
     "industries": [
       "B2B",
       "Productivity"
@@ -7127,58 +7127,6 @@
     "url": "https://www.ycombinator.com/companies/newscatcher",
     "api": "https://yc-oss.github.io/api/batches/s22/newscatcher.json"
   },
-  {
-    "id": 26885,
-    "name": "Mintplex Labs",
-    "slug": "mintplex-labs",
-    "former_names": [
-      "Rampp Labs Inc",
-      "Rampp.xyz",
-      "MintPlex",
-      "Mintplex"
-    ],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/fcaf96ff05ba04df3210e9778e22967b727fde37.png",
-    "website": "https://mintplexlabs.com",
-    "all_locations": "Los Angeles, CA, USA; Remote",
-    "long_description": "Mintplex Labs builds open-source accessible AI applications that make the democratization of LLMs, RAG, Agents, vector databases, and the latest technology to the desktops of the world. Enabling locally running LLMs with built-in tooling and zero code.\r\n\r\nCurrent tools are:\r\nAnythingLLM (https://github.com/Mintplex-Labs/anything-llm)\r\nVectorAdmin (https://github.com/Mintplex-Labs/vector-admin)",
-    "one_liner": "Building accessible local AI.",
-    "team_size": 3,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "Consumer",
-    "subindustry": "Consumer",
-    "launched_at": 1652840561,
-    "tags": [
-      "Consumer",
-      "B2B",
-      "Productivity",
-      "Open Source",
-      "AI"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "S22",
-    "status": "Active",
-    "industries": [
-      "Consumer"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada",
-      "Remote",
-      "Fully Remote"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/mintplex-labs",
-    "api": "https://yc-oss.github.io/api/batches/s22/mintplex-labs.json"
-  },
   {
     "id": 26897,
     "name": "AviaryAI",
@@ -7757,53 +7705,6 @@
     "url": "https://www.ycombinator.com/companies/wondercraft",
     "api": "https://yc-oss.github.io/api/batches/s22/wondercraft.json"
   },
-  {
-    "id": 27172,
-    "name": "Lancey",
-    "slug": "lancey",
-    "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/0b4be6448879f62d812b1d5fa3d238cd1061e335.png",
-    "website": "https://lancey.ai",
-    "all_locations": "Toronto, ON, Canada; Remote",
-    "long_description": "Lancey uses your product data to analyze out how users use your product and then suggests experiments, automatically.",
-    "one_liner": "AI agents to help product teams operate faster.",
-    "team_size": 5,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "B2B",
-    "subindustry": "B2B",
-    "launched_at": 1655587130,
-    "tags": [
-      "Machine Learning",
-      "SaaS",
-      "B2B",
-      "Enterprise",
-      "AI"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "S22",
-    "status": "Active",
-    "industries": [
-      "B2B"
-    ],
-    "regions": [
-      "Canada",
-      "America / Canada",
-      "Remote",
-      "Fully Remote"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/lancey",
-    "api": "https://yc-oss.github.io/api/batches/s22/lancey.json"
-  },
   {
     "id": 27174,
     "name": "Monterey AI",
@@ -9856,6 +9757,56 @@
     "url": "https://www.ycombinator.com/companies/technician",
     "api": "https://yc-oss.github.io/api/batches/w23/technician.json"
   },
+  {
+    "id": 27943,
+    "name": "Hadrius",
+    "slug": "hadrius",
+    "former_names": [
+      "Quantbase"
+    ],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/860789e4b5347ff0d9c534e39f80af9c01143ab3.png",
+    "website": "https://www.hadrius.com",
+    "all_locations": "New York, NY, USA",
+    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $400B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
+    "one_liner": "Effortless Financial Compliance",
+    "team_size": 9,
+    "highlight_black": false,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "Fintech",
+    "subindustry": "Fintech -> Asset Management",
+    "launched_at": 1668714980,
+    "tags": [
+      "SaaS",
+      "B2B",
+      "Compliance",
+      "Regtech",
+      "AI"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": true,
+    "nonprofit": false,
+    "batch": "W23",
+    "status": "Active",
+    "industries": [
+      "Fintech",
+      "Asset Management"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada",
+      "Remote",
+      "Partly Remote"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": false,
+    "url": "https://www.ycombinator.com/companies/hadrius",
+    "api": "https://yc-oss.github.io/api/batches/w23/hadrius.json"
+  },
   {
     "id": 27945,
     "name": "Fairway Health",
@@ -11565,6 +11516,52 @@
     "url": "https://www.ycombinator.com/companies/shasta-health",
     "api": "https://yc-oss.github.io/api/batches/s23/shasta-health.json"
   },
+  {
+    "id": 28869,
+    "name": "Health Harbor",
+    "slug": "health-harbor",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/707952491ce6520207a9fc042912ea6190fc34a5.png",
+    "website": "https://healthharbor.co/",
+    "all_locations": "San Francisco, CA, USA",
+    "long_description": "We use generative AI to call insurance on behalf of healthcare clinics. We save clinics up to 40 hours of calls every week over existing outsourced human solutions. \r\n\r\nCompared to the existing solutions for benefits verifications: \r\n- We're faster -- by default, we have a turnaround of 24 hours compared to typically a 3 day turnaround for competitors\r\n- We can reach more payors -- as long as they have a phone line, we can support calling them for benefits. There's quite a few payors in both medical and dental (e.g. Seledent) that have yet to offer a digital retrieval of benefits\r\n- We're reliable and consistent -- there is no person-to-person variation or question skipping when it comes to working with software\r\n",
+    "one_liner": "Using generative AI to call insurance for healthcare clinics",
+    "team_size": 4,
+    "highlight_black": false,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "Healthcare",
+    "subindustry": "Healthcare -> Healthcare IT",
+    "launched_at": 1689790147,
+    "tags": [
+      "SaaS",
+      "B2B",
+      "Healthcare IT",
+      "Billing",
+      "AI"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": true,
+    "nonprofit": false,
+    "batch": "S23",
+    "status": "Active",
+    "industries": [
+      "Healthcare",
+      "Healthcare IT"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": false,
+    "url": "https://www.ycombinator.com/companies/health-harbor",
+    "api": "https://yc-oss.github.io/api/batches/s23/health-harbor.json"
+  },
   {
     "id": 28879,
     "name": "Menza",
@@ -12089,52 +12086,6 @@
     "url": "https://www.ycombinator.com/companies/respaid",
     "api": "https://yc-oss.github.io/api/batches/s23/respaid.json"
   },
-  {
-    "id": 28957,
-    "name": "Continue",
-    "slug": "continue",
-    "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/ea071d17d03a0effc12bac914da21cd9bee66060.png",
-    "website": "https://continue.dev",
-    "all_locations": "San Francisco, CA, USA",
-    "long_description": "The leading open-source AI code assistant. You can connect any models and any context to build custom autocomplete and chat experiences inside the IDE",
-    "one_liner": "The leading open-source AI code assistant",
-    "team_size": 3,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "B2B",
-    "subindustry": "B2B -> Engineering, Product and Design",
-    "launched_at": 1688142176,
-    "tags": [
-      "Developer Tools",
-      "DevSecOps",
-      "Machine Learning",
-      "Open Source",
-      "AI"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": true,
-    "nonprofit": false,
-    "batch": "S23",
-    "status": "Active",
-    "industries": [
-      "B2B",
-      "Engineering, Product and Design"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/continue",
-    "api": "https://yc-oss.github.io/api/batches/s23/continue.json"
-  },
   {
     "id": 28959,
     "name": "sizeless",
@@ -13551,52 +13502,6 @@
     "url": "https://www.ycombinator.com/companies/leya",
     "api": "https://yc-oss.github.io/api/batches/w24/leya.json"
   },
-  {
-    "id": 29207,
-    "name": "HeyPurple",
-    "slug": "heypurple",
-    "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/bf22855fa2bcccfa5a6527f46a30a4d6e91069b2.png",
-    "website": "https://www.heypurple.ai/",
-    "all_locations": "San Francisco, CA, USA",
-    "long_description": "",
-    "one_liner": "Purple is an AI agent for online local marketplaces.",
-    "team_size": 3,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "Consumer",
-    "subindustry": "B2B",
-    "launched_at": 1707161827,
-    "tags": [
-      "Marketplace",
-      "Real Estate",
-      "AI",
-      "Conversational AI",
-      "AI Assistant"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "W24",
-    "status": "Active",
-    "industries": [
-      "Consumer",
-      "Home and Personal"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/heypurple",
-    "api": "https://yc-oss.github.io/api/batches/w24/heypurple.json"
-  },
   {
     "id": 29226,
     "name": "Greptile",
@@ -14704,50 +14609,6 @@
     "url": "https://www.ycombinator.com/companies/anaphero",
     "api": "https://yc-oss.github.io/api/batches/w24/anaphero.json"
   },
-  {
-    "id": 29342,
-    "name": "InQuery",
-    "slug": "inquery-2",
-    "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6af70add968020435b7e6619f1daf7399205f64b.png",
-    "website": "https://www.inquery.ai/",
-    "all_locations": "",
-    "long_description": "InQuery is an AI-powered insurance claims management system. We eliminate tedious back office claims admin work like data capture, document management, and claims research so that adjusters can focus on providing world-class service to claimants.",
-    "one_liner": "AI Assistant for Insurance Claims Processing",
-    "team_size": 2,
-    "highlight_black": false,
-    "highlight_latinx": true,
-    "highlight_women": false,
-    "industry": "Fintech",
-    "subindustry": "B2B -> Analytics",
-    "launched_at": 1704737122,
-    "tags": [
-      "Documents",
-      "Insurance",
-      "AI",
-      "AI Assistant"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "W24",
-    "status": "Active",
-    "industries": [
-      "Fintech",
-      "Insurance"
-    ],
-    "regions": [
-      "Unspecified"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/inquery-2",
-    "api": "https://yc-oss.github.io/api/batches/w24/inquery-2.json"
-  },
   {
     "id": 29345,
     "name": "PandasAI",
@@ -14986,10 +14847,10 @@
     "name": "phospho",
     "slug": "phospho",
     "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/25da999aa4a2fad3937c56ced9af091933f43a83.png",
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/18adb73f19cdc6d40006f80186b22f0d0a3b08ff.png",
     "website": "https://phospho.ai",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to monitor interactions with their LLM app and take action.\r\n\r\nWe want to be the Datadog the LLM OS.  Text will be the main mean of communication between humans and computers, and also computers to computers. A tool is needed to analyze these flows in real time.",
+    "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to get answers, take decisions and reduce churn by mining user messages.\r\n\r\nUse phospho to:\r\n- cluster messages or chat sessions\r\n- get user analytics\r\n- setup no code text analytics (LLM detection, sentiment, classifiers,...)\r\n- iterate faster with AB tests\r\n- centralize all your transcripts in one place\r\n\r\nGet started in 3 minutes by uploading a CSV. Integrate the API when convinced.",
     "one_liner": "Open Source Text Analytics for LLM Apps",
     "team_size": 3,
     "highlight_black": false,
@@ -15865,13 +15726,13 @@
   },
   {
     "id": 29443,
-    "name": "For Effect",
-    "slug": "for-effect",
+    "name": "ForEffect",
+    "slug": "foreffect",
     "former_names": [
       "Chirp"
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/b149f6917b5b7f8655329f4c129a6536c58bab42.png",
-    "website": "",
+    "website": "https://foreffect.ai",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "",
     "one_liner": "AI Video Effects",
@@ -15907,8 +15768,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/for-effect",
-    "api": "https://yc-oss.github.io/api/batches/w24/for-effect.json"
+    "url": "https://www.ycombinator.com/companies/foreffect",
+    "api": "https://yc-oss.github.io/api/batches/w24/foreffect.json"
   },
   {
     "id": 29452,
@@ -16340,7 +16201,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "InspectMind AI is changing the game for people who build and design buildings by making it super easy to do their paperwork. Our tool uses AI to quickly turn videos and photos from construction sites into detailed, accurate and well formatted reports. What used to take days of typing and organizing now takes just minutes. With our app, workers can spend less time at their desks and more time doing the important stuff on site.",
     "one_liner": "Write Construction Inspections Reports using AI, up to 10x faster",
-    "team_size": 3,
+    "team_size": 5,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": true,
@@ -16665,7 +16526,7 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/a67c33e0e1229416643c3c04c56495e10ccaea0a.png",
     "website": "https://www.cheersreviews.com",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Cheers is building the operating system for in-person businesses, bringing the seamless efficiency of an Apple Store to every local service. We're starting with NFC-enabled employee badges that solve immediate pain points: collecting reviews, attributing customer interactions, and tracking performance. Our customers 5-10x their monthly Google Reviews.\r\n\r\n\r\n\r\n- Imagine walking into any local business and experiencing the smoothness of an Apple Store: roaming checkouts, instant transactions, and personalized service - all from a tap on an employee's phone. That's the future we're creating. Our badges are the first step towards a fully integrated, frictionless system for in-person operations.\r\n\r\n\r\n\r\nMost tech ignores field workers. We're fixing that. We're digitizing all operations for local services - from home repairs to restaurants. Our vision: tap your phone anywhere to close a sale, leave a review, or verify service, making every interaction as smooth as buying the latest iPhone.\r\n\r\n\r\n\r\n- We have 30 paying customers, including one enterprise pilot. MRR grew from $1,400 to $4,750 in two months. We've processed over 3,000 reviews.\r\n\r\n\r\n\r\nFounded by Dylan Allen and Ernesto Valencia, CS grads from BYU with experience at Microsoft and Amazon. We're expanding into scheduling, payments, and full workforce management. Our goal: become the central platform for in-person work, serving millions of field employees and revolutionizing how local businesses operate.",
+    "long_description": "Cheers is building the operating system for in-person businesses, bringing the seamless efficiency of an Apple Store to every local service. We're starting with NFC-enabled employee badges that solve immediate pain points: collecting reviews, accepting payments, attributing customer interactions, and tracking performance. Our customers 5-10x their monthly Google Reviews.\r\n\r\n\r\n\r\n- Imagine walking into any local business and experiencing the smoothness of an Apple Store: roaming checkouts, instant transactions, and personalized service - all from a tap on an employee's phone. That's the future we're creating. Our badges are the first step towards a fully integrated, frictionless system for in-person operations.\r\n\r\n\r\n\r\nMost tech ignores field workers. We're fixing that. We're digitizing all operations for local services - from home repairs to restaurants. Our vision: tap your phone anywhere to close a sale, leave a review, or verify service, making every interaction as smooth as buying the latest iPhone.\r\n\r\n\r\n\r\n- We have over 30 paying customers, including one enterprise pilot. MRR grew from $1,400 to ~$5,000 in two months. We've processed over 3,000 reviews.\r\n\r\n\r\n\r\nFounded by Dylan Allen and Ernesto Valencia, CS grads from BYU with experience at Microsoft and Amazon. We're expanding into scheduling, payments, and full workforce management. Our goal: become the central platform for in-person work, serving millions of field employees and revolutionizing how local businesses operate.",
     "one_liner": "The super-app for in-person employee management",
     "team_size": 2,
     "highlight_black": false,
@@ -17624,51 +17485,6 @@
     "url": "https://www.ycombinator.com/companies/reworks",
     "api": "https://yc-oss.github.io/api/batches/s24/reworks.json"
   },
-  {
-    "id": 29672,
-    "name": "DeepSim, Inc.",
-    "slug": "deepsim-inc",
-    "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d741366d22aa79f5635aa8f89c9861f4d5b6afc3.png",
-    "website": "https://www.deepsim.io",
-    "all_locations": "Mountain View, CA, USA",
-    "long_description": "DeepSim is building an AI-accelerated 3D physics simulator that runs 1000X faster than existing FEM tools, speeding up complex simulations from days to minutes. DeepSim was founded by Stanford PhDs with expertise in thermal modeling of semiconductor devices & circuits, and GPU-accelerated solvers.\r\n",
-    "one_liner": "AI-accelerated multi-physics simulations",
-    "team_size": 3,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "B2B",
-    "subindustry": "B2B -> Productivity",
-    "launched_at": 1723754775,
-    "tags": [
-      "B2B",
-      "AI"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "S24",
-    "status": "Active",
-    "industries": [
-      "B2B",
-      "Productivity"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada",
-      "Remote",
-      "Partly Remote"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/deepsim-inc",
-    "api": "https://yc-oss.github.io/api/batches/s24/deepsim-inc.json"
-  },
   {
     "id": 29676,
     "name": "Elevate",
@@ -18876,54 +18692,6 @@
     "url": "https://www.ycombinator.com/companies/thunder-compute",
     "api": "https://yc-oss.github.io/api/batches/s24/thunder-compute.json"
   },
-  {
-    "id": 29769,
-    "name": "Pinnacle",
-    "slug": "pinnacle",
-    "former_names": [
-      "InsightForge"
-    ],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/b466ed207f7ecd72989b10237037b204765513f2.png",
-    "website": "https://trypinnacle.app/",
-    "all_locations": "San Francisco, CA, USA",
-    "long_description": "Meet Pinnacle: The Future of SMS Marketing 📲\r\n\r\nPinnacle is the next generation of SMS marketing, created to overcome the design and engagement limitations of traditional SMS while still being in your native messaging apps on iOS and Android. We improve SMS marketing to drive higher ROI by providing businesses access to RCS Business Messaging (RBM) for rich, interactive content and branding like custom business headers, shoppable carousels, quick response buttons, and detailed analytics (including read receipts!). \r\n\r\nInterested in learning more? \r\n\r\nIf you or someone you know in e-commerce or at a marketing agency for e-commerce wants to increase sales with the next era of SMS marketing, reach out to us for a demo!\r\n\r\n- Email founders@trypinnacle.app OR\r\n- Text (870) 897 7103 OR\r\n- Book a 15 minute meeting: https://calendly.com/founders-at-pinnacle/discovery",
-    "one_liner": "Next Generation SMS Marketing",
-    "team_size": 2,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "B2B",
-    "subindustry": "B2B -> Engineering, Product and Design",
-    "launched_at": 1725406476,
-    "tags": [
-      "B2B",
-      "E-commerce",
-      "Marketing",
-      "SMS",
-      "AI"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "S24",
-    "status": "Active",
-    "industries": [
-      "B2B",
-      "Marketing"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/pinnacle",
-    "api": "https://yc-oss.github.io/api/batches/s24/pinnacle.json"
-  },
   {
     "id": 29772,
     "name": "Parley",
@@ -19060,53 +18828,6 @@
     "url": "https://www.ycombinator.com/companies/exa-laboratories",
     "api": "https://yc-oss.github.io/api/batches/s24/exa-laboratories.json"
   },
-  {
-    "id": 29778,
-    "name": "Praxos",
-    "slug": "praxos",
-    "former_names": [
-      "Praxos Intelligence, Inc."
-    ],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d35446ae117ad0a29d2185361444c5985f90b211.png",
-    "website": "https://www.praxos.ai",
-    "all_locations": "Miami, FL, USA; Remote",
-    "long_description": "Praxos allows insurance professionals to automate their operations—from filling out applications to crafting proposals and comparing coverages—in one place. This enables risk advisors to stand out and close more deals in an industry where service speed is critical, but mistakes are costly.",
-    "one_liner": "AI workbench for insurance teams",
-    "team_size": 3,
-    "highlight_black": false,
-    "highlight_latinx": true,
-    "highlight_women": false,
-    "industry": "B2B",
-    "subindustry": "B2B",
-    "launched_at": 1723170275,
-    "tags": [
-      "Compliance",
-      "Insurance",
-      "AI"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "S24",
-    "status": "Active",
-    "industries": [
-      "B2B"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada",
-      "Remote",
-      "Fully Remote"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/praxos",
-    "api": "https://yc-oss.github.io/api/batches/s24/praxos.json"
-  },
   {
     "id": 29779,
     "name": "The Forecasting Company",
@@ -19974,6 +19695,52 @@
     "url": "https://www.ycombinator.com/companies/simplifine",
     "api": "https://yc-oss.github.io/api/batches/s24/simplifine.json"
   },
+  {
+    "id": 29828,
+    "name": "Focus Buddy",
+    "slug": "focus-buddy",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/36badd071180ac2d70c72ca019989b6ecf1830ca.png",
+    "website": "https://www.focusbuddy.ai/",
+    "all_locations": "San Francisco, CA, USA",
+    "long_description": "Reach out to us at founders@focusbuddy.ai\r\n\r\nFocus buddy is an AI productivity coach that stays on calls with you and help you accomplish your important work goals on a daily basis, even when you are struggling to focus.\r\n\r\nWe noticed that our users develop a productive relationship with Focus Buddy. Users stay on calls for multiple hours everyday where they depend on Focus Buddy to:\r\n• Avoid procrastination and get started: Address hidden anxieties, embrace imperfection, chunk tasks, kickstart with mini-goals, and use regular check-ins to maintain momentum.\r\n• Recover from distractions and stay focused: Focus Buddy detects when they are working on less important tasks or scrolling on social media, help them overcome the underlying concerns feeding the distraction, and help them get back to the important task\r\n• Manage stress and Prevent Burnout: Focus Buddy detects stress buildup, integrates mindfulness habits to the workflow, helps take short rejuvenating breaks, and stay composed.\r\n\r\nOur Initial ICP is people with ADHD who are highly motivated but also highly blocked by internal and environmental factors. In the future, we believe each worker should have their own personal coach that enforces proven productivity techniques in real time to help them extract more focused hours every day with the same effort. \r\n",
+    "one_liner": "AI Productivity Coach: Get work done when you are struggling to focus",
+    "team_size": 2,
+    "highlight_black": false,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "Consumer",
+    "subindustry": "Unspecified",
+    "launched_at": 1724988357,
+    "tags": [
+      "Consumer",
+      "Productivity",
+      "Mental Health",
+      "AI",
+      "Conversational AI"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "S24",
+    "status": "Active",
+    "industries": [
+      "Consumer",
+      "Content"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": false,
+    "url": "https://www.ycombinator.com/companies/focus-buddy",
+    "api": "https://yc-oss.github.io/api/batches/s24/focus-buddy.json"
+  },
   {
     "id": 29833,
     "name": "Quetzal",
@@ -20891,7 +20658,7 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/3b03e14b8a7d809f05b6579c758dc4fbbe6ff821.png",
     "website": "https://www.dreamrp.com/",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.",
+    "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.\r\n\r\nAI roleplaying is ravenously popular, but no existing platform focuses on the most impactful component of the experience: the creators who make the characters. With a more ethical implementation of AI and the right creation and monetization features, DreamRP has unlocked AI roleplaying for the most talented and successful creators.",
     "one_liner": "Character AI meets Patreon",
     "team_size": 2,
     "highlight_black": false,
diff --git a/tags/analytics.json b/tags/analytics.json
index a9753441..b7067624 100644
--- a/tags/analytics.json
+++ b/tags/analytics.json
@@ -7525,10 +7525,10 @@
     "name": "phospho",
     "slug": "phospho",
     "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/25da999aa4a2fad3937c56ced9af091933f43a83.png",
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/18adb73f19cdc6d40006f80186b22f0d0a3b08ff.png",
     "website": "https://phospho.ai",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to monitor interactions with their LLM app and take action.\r\n\r\nWe want to be the Datadog the LLM OS.  Text will be the main mean of communication between humans and computers, and also computers to computers. A tool is needed to analyze these flows in real time.",
+    "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to get answers, take decisions and reduce churn by mining user messages.\r\n\r\nUse phospho to:\r\n- cluster messages or chat sessions\r\n- get user analytics\r\n- setup no code text analytics (LLM detection, sentiment, classifiers,...)\r\n- iterate faster with AB tests\r\n- centralize all your transcripts in one place\r\n\r\nGet started in 3 minutes by uploading a CSV. Integrate the API when convinced.",
     "one_liner": "Open Source Text Analytics for LLM Apps",
     "team_size": 3,
     "highlight_black": false,
@@ -7901,7 +7901,7 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/a67c33e0e1229416643c3c04c56495e10ccaea0a.png",
     "website": "https://www.cheersreviews.com",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Cheers is building the operating system for in-person businesses, bringing the seamless efficiency of an Apple Store to every local service. We're starting with NFC-enabled employee badges that solve immediate pain points: collecting reviews, attributing customer interactions, and tracking performance. Our customers 5-10x their monthly Google Reviews.\r\n\r\n\r\n\r\n- Imagine walking into any local business and experiencing the smoothness of an Apple Store: roaming checkouts, instant transactions, and personalized service - all from a tap on an employee's phone. That's the future we're creating. Our badges are the first step towards a fully integrated, frictionless system for in-person operations.\r\n\r\n\r\n\r\nMost tech ignores field workers. We're fixing that. We're digitizing all operations for local services - from home repairs to restaurants. Our vision: tap your phone anywhere to close a sale, leave a review, or verify service, making every interaction as smooth as buying the latest iPhone.\r\n\r\n\r\n\r\n- We have 30 paying customers, including one enterprise pilot. MRR grew from $1,400 to $4,750 in two months. We've processed over 3,000 reviews.\r\n\r\n\r\n\r\nFounded by Dylan Allen and Ernesto Valencia, CS grads from BYU with experience at Microsoft and Amazon. We're expanding into scheduling, payments, and full workforce management. Our goal: become the central platform for in-person work, serving millions of field employees and revolutionizing how local businesses operate.",
+    "long_description": "Cheers is building the operating system for in-person businesses, bringing the seamless efficiency of an Apple Store to every local service. We're starting with NFC-enabled employee badges that solve immediate pain points: collecting reviews, accepting payments, attributing customer interactions, and tracking performance. Our customers 5-10x their monthly Google Reviews.\r\n\r\n\r\n\r\n- Imagine walking into any local business and experiencing the smoothness of an Apple Store: roaming checkouts, instant transactions, and personalized service - all from a tap on an employee's phone. That's the future we're creating. Our badges are the first step towards a fully integrated, frictionless system for in-person operations.\r\n\r\n\r\n\r\nMost tech ignores field workers. We're fixing that. We're digitizing all operations for local services - from home repairs to restaurants. Our vision: tap your phone anywhere to close a sale, leave a review, or verify service, making every interaction as smooth as buying the latest iPhone.\r\n\r\n\r\n\r\n- We have over 30 paying customers, including one enterprise pilot. MRR grew from $1,400 to ~$5,000 in two months. We've processed over 3,000 reviews.\r\n\r\n\r\n\r\nFounded by Dylan Allen and Ernesto Valencia, CS grads from BYU with experience at Microsoft and Amazon. We're expanding into scheduling, payments, and full workforce management. Our goal: become the central platform for in-person work, serving millions of field employees and revolutionizing how local businesses operate.",
     "one_liner": "The super-app for in-person employee management",
     "team_size": 2,
     "highlight_black": false,
diff --git a/tags/api.json b/tags/api.json
index a65ad17c..b90b6756 100644
--- a/tags/api.json
+++ b/tags/api.json
@@ -1705,7 +1705,7 @@
       "Remote",
       "Fully Remote"
     ],
-    "stage": "Early",
+    "stage": "Growth",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
diff --git a/tags/artificial-intelligence.json b/tags/artificial-intelligence.json
index 8785480a..68e56113 100644
--- a/tags/artificial-intelligence.json
+++ b/tags/artificial-intelligence.json
@@ -6809,7 +6809,7 @@
     "former_names": [],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/640f26537f8b5dd95cdf6d6556434583b3097c60.png",
     "website": "https://fluxauto.xyz",
-    "all_locations": "Houston, TX, USA",
+    "all_locations": "Houston, TX, USA; Bengaluru, KA, India",
     "long_description": "Flux Auto is building autonomous mobility technology to fully automate the movement and operation of vehicles in any environment and for any application. Using Flux's solutions customers can reduce their dependency on human drivers, while also increasing productivity and reducing operating costs. \r\n\r\nFlux is currently deploying in warehouses, farms and mines.",
     "one_liner": "Autonomous Mobility for Any Application",
     "team_size": 56,
@@ -6838,7 +6838,9 @@
     ],
     "regions": [
       "United States of America",
+      "India",
       "America / Canada",
+      "South Asia",
       "Remote",
       "Partly Remote"
     ],
@@ -12557,6 +12559,56 @@
     "url": "https://www.ycombinator.com/companies/hedgehog-2",
     "api": "https://yc-oss.github.io/api/batches/s22/hedgehog-2.json"
   },
+  {
+    "id": 26885,
+    "name": "Mintplex Labs",
+    "slug": "mintplex-labs",
+    "former_names": [
+      "Rampp Labs Inc",
+      "Rampp.xyz",
+      "MintPlex",
+      "Mintplex"
+    ],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/fcaf96ff05ba04df3210e9778e22967b727fde37.png",
+    "website": "https://mintplexlabs.com",
+    "all_locations": "Irvine, CA, USA; Remote",
+    "long_description": "Mintplex Labs builds AnythingLLM, an all-in-one desktop AI application that handles everything an LLM should do to increase your productivity while remaining fully private. \r\n\r\nCurrent tools are:\r\nAnythingLLM (https://github.com/Mintplex-Labs/anything-llm)\r\nVectorAdmin (https://github.com/Mintplex-Labs/vector-admin)",
+    "one_liner": "Building the all-in-one private desktop AI assistant",
+    "team_size": 3,
+    "highlight_black": false,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "Consumer",
+    "subindustry": "Consumer",
+    "launched_at": 1652840561,
+    "tags": [
+      "Artificial Intelligence",
+      "Open Source",
+      "AI Assistant"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "S22",
+    "status": "Active",
+    "industries": [
+      "Consumer"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada",
+      "Remote",
+      "Fully Remote"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": false,
+    "url": "https://www.ycombinator.com/companies/mintplex-labs",
+    "api": "https://yc-oss.github.io/api/batches/s22/mintplex-labs.json"
+  },
   {
     "id": 26902,
     "name": "Maya Labs",
@@ -12787,6 +12839,53 @@
     "url": "https://www.ycombinator.com/companies/wondercraft",
     "api": "https://yc-oss.github.io/api/batches/s22/wondercraft.json"
   },
+  {
+    "id": 27172,
+    "name": "Lancey",
+    "slug": "lancey",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/0b4be6448879f62d812b1d5fa3d238cd1061e335.png",
+    "website": "https://lancey.ai",
+    "all_locations": "Toronto, ON, Canada; Remote",
+    "long_description": "Lancey uses your product data to analyze out how users use your product and then suggests experiments, automatically.",
+    "one_liner": "AI agents to help product teams operate faster.",
+    "team_size": 5,
+    "highlight_black": false,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "B2B",
+    "subindustry": "B2B",
+    "launched_at": 1655587130,
+    "tags": [
+      "Artificial Intelligence",
+      "Machine Learning",
+      "SaaS",
+      "B2B",
+      "Enterprise"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "S22",
+    "status": "Active",
+    "industries": [
+      "B2B"
+    ],
+    "regions": [
+      "Canada",
+      "America / Canada",
+      "Remote",
+      "Fully Remote"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": false,
+    "url": "https://www.ycombinator.com/companies/lancey",
+    "api": "https://yc-oss.github.io/api/batches/s22/lancey.json"
+  },
   {
     "id": 27174,
     "name": "Monterey AI",
@@ -14477,56 +14576,6 @@
     "url": "https://www.ycombinator.com/companies/boundary",
     "api": "https://yc-oss.github.io/api/batches/w23/boundary.json"
   },
-  {
-    "id": 27943,
-    "name": "Hadrius",
-    "slug": "hadrius",
-    "former_names": [
-      "Quantbase"
-    ],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/860789e4b5347ff0d9c534e39f80af9c01143ab3.png",
-    "website": "https://www.hadrius.com",
-    "all_locations": "New York, NY, USA",
-    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $250B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
-    "one_liner": "The Financial Compliance Copilot",
-    "team_size": 9,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "Fintech",
-    "subindustry": "Fintech -> Asset Management",
-    "launched_at": 1668714980,
-    "tags": [
-      "Artificial Intelligence",
-      "SaaS",
-      "B2B",
-      "Compliance",
-      "Regtech"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": true,
-    "nonprofit": false,
-    "batch": "W23",
-    "status": "Active",
-    "industries": [
-      "Fintech",
-      "Asset Management"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada",
-      "Remote",
-      "Partly Remote"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/hadrius",
-    "api": "https://yc-oss.github.io/api/batches/w23/hadrius.json"
-  },
   {
     "id": 27947,
     "name": "Shortbread",
@@ -15989,52 +16038,6 @@
     "url": "https://www.ycombinator.com/companies/outset",
     "api": "https://yc-oss.github.io/api/batches/s23/outset.json"
   },
-  {
-    "id": 28869,
-    "name": "Health Harbor",
-    "slug": "health-harbor",
-    "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/707952491ce6520207a9fc042912ea6190fc34a5.png",
-    "website": "https://healthharbor.co/",
-    "all_locations": "San Francisco, CA, USA",
-    "long_description": "We use generative AI to call insurance on behalf of healthcare clinics. We save clinics up to 40 hours of calls every week over existing outsourced human solutions. \r\n\r\nCompared to the existing solutions for benefits verifications: \r\n- We're faster -- by default, we have a turnaround of 24 hours compared to typically a 3 day turnaround for competitors\r\n- We can reach more payors -- as long as they have a phone line, we can support calling them for benefits. There's quite a few payors in both medical and dental (e.g. Seledent) that have yet to offer a digital retrieval of benefits\r\n- We're reliable and consistent -- there is no person-to-person variation or question skipping when it comes to working with software\r\n",
-    "one_liner": "Using generative AI to call insurance for healthcare clinics",
-    "team_size": 2,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "Healthcare",
-    "subindustry": "Healthcare -> Healthcare IT",
-    "launched_at": 1689790147,
-    "tags": [
-      "Artificial Intelligence",
-      "SaaS",
-      "B2B",
-      "Healthcare IT",
-      "Billing"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": true,
-    "nonprofit": false,
-    "batch": "S23",
-    "status": "Active",
-    "industries": [
-      "Healthcare",
-      "Healthcare IT"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/health-harbor",
-    "api": "https://yc-oss.github.io/api/batches/s23/health-harbor.json"
-  },
   {
     "id": 28879,
     "name": "Menza",
@@ -16505,6 +16508,52 @@
     "url": "https://www.ycombinator.com/companies/glade",
     "api": "https://yc-oss.github.io/api/batches/s23/glade.json"
   },
+  {
+    "id": 28957,
+    "name": "Continue",
+    "slug": "continue",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/ea071d17d03a0effc12bac914da21cd9bee66060.png",
+    "website": "https://continue.dev",
+    "all_locations": "San Francisco, CA, USA",
+    "long_description": "The leading open-source AI code assistant. You can connect any models and any context to build custom autocomplete and chat experiences inside the IDE",
+    "one_liner": "The leading open-source AI code assistant",
+    "team_size": 3,
+    "highlight_black": false,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "B2B",
+    "subindustry": "B2B -> Engineering, Product and Design",
+    "launched_at": 1688142176,
+    "tags": [
+      "Artificial Intelligence",
+      "Developer Tools",
+      "DevSecOps",
+      "Machine Learning",
+      "Open Source"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": true,
+    "nonprofit": false,
+    "batch": "S23",
+    "status": "Active",
+    "industries": [
+      "B2B",
+      "Engineering, Product and Design"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": false,
+    "url": "https://www.ycombinator.com/companies/continue",
+    "api": "https://yc-oss.github.io/api/batches/s23/continue.json"
+  },
   {
     "id": 28966,
     "name": "Pincites",
@@ -18182,6 +18231,52 @@
     "url": "https://www.ycombinator.com/companies/radmate-ai",
     "api": "https://yc-oss.github.io/api/batches/w24/radmate-ai.json"
   },
+  {
+    "id": 29207,
+    "name": "PurplePages",
+    "slug": "purplepages",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/bf22855fa2bcccfa5a6527f46a30a4d6e91069b2.png",
+    "website": "https://www.thepurplepages.ai/",
+    "all_locations": "San Francisco, CA, USA",
+    "long_description": "",
+    "one_liner": "Purple is an AI agent for online local marketplace transactions.",
+    "team_size": 3,
+    "highlight_black": false,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "Consumer",
+    "subindustry": "B2B",
+    "launched_at": 1707161827,
+    "tags": [
+      "Artificial Intelligence",
+      "Marketplace",
+      "Real Estate",
+      "Conversational AI",
+      "AI Assistant"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "W24",
+    "status": "Active",
+    "industries": [
+      "Consumer",
+      "Home and Personal"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": false,
+    "url": "https://www.ycombinator.com/companies/purplepages",
+    "api": "https://yc-oss.github.io/api/batches/w24/purplepages.json"
+  },
   {
     "id": 29226,
     "name": "Greptile",
@@ -19726,6 +19821,50 @@
     "url": "https://www.ycombinator.com/companies/markprompt",
     "api": "https://yc-oss.github.io/api/batches/w24/markprompt.json"
   },
+  {
+    "id": 29342,
+    "name": "InQuery",
+    "slug": "inquery-2",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6af70add968020435b7e6619f1daf7399205f64b.png",
+    "website": "https://www.inquery.ai/",
+    "all_locations": "",
+    "long_description": "InQuery is an operating system for the insurance industry built from the ground-up to leverage modern language processing techniques to improve claims handling, policy administration and distribution, and underwriting, starting with the world's first AI-native Claims Management System.\r\n\r\nOur mission is to empower the insurance industry to close the trillion dollar underinsurance gap by expanding the reach and scope of insurance products to cover the emerging risks of the 21st century.",
+    "one_liner": "AI-Native Operating System for the Insurance Industry",
+    "team_size": 2,
+    "highlight_black": false,
+    "highlight_latinx": true,
+    "highlight_women": false,
+    "industry": "Fintech",
+    "subindustry": "B2B -> Analytics",
+    "launched_at": 1704737122,
+    "tags": [
+      "Documents",
+      "Artificial Intelligence",
+      "Insurance",
+      "AI Assistant"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "W24",
+    "status": "Active",
+    "industries": [
+      "Fintech",
+      "Insurance"
+    ],
+    "regions": [
+      "Unspecified"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": false,
+    "url": "https://www.ycombinator.com/companies/inquery-2",
+    "api": "https://yc-oss.github.io/api/batches/w24/inquery-2.json"
+  },
   {
     "id": 29345,
     "name": "PandasAI",
@@ -20116,8 +20255,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d3f9546e074addf8f9d38b3d1199ed7484573033.png",
     "website": "https://superagent.sh/",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Superagent is an open-source platform for custom AI-agents that do web research. Companies use us to do better sales, marketing, and project management.\r\n\r\nThe agents can reason, browse the web, and access your files. It's open-source, and it's designed for everyone - not just AI experts.\r\n\r\n🥷 How do companies build their own AI-agents:\r\n- No coding or infrastructure needed: Customize AI-agents using simple markup.\r\n- Integration with Airtable: Ideal for business users.\r\n- API and SDKs: Embed AI-agents into any app or third-party system, e.g. Salesforce.\r\n\r\n🚀 By choosing Superagent, companies can:\r\n- Improve Sales: Gather detailed info about potential customers early on. Focus efforts on those most likely to buy, increasing success rates and saving time.\r\n- Personalize Marketing: Connect to CRMs to craft custom marketing messages. AI-agents analyze customer data to send offers that match their interests, boosting engagement and sales.\r\n- Stay Ahead of Competitors: Track what competitors are doing by analyzing market reports, web activity, and social media. Quickly adjust your strategies, find new market gaps, and offer better products.",
-    "one_liner": "Open-source AI-agents for doing web research",
+    "long_description": "Superagent uses AI to help businesses improve their compliance ✅\r\n\r\nFor employees:\r\n- 💬 Answers employee questions about compliance policies instantly.\r\n- 📚 Provides sources for all information.\r\n- 🔐 Gives compliance teams control over content.\r\n\r\nFor compliance managers:\r\n- 🔍 Identifies gaps between company procedures and compliance standards.\r\n- 🔄 Helps update procedures based on new standards or incidents.\r\n- 🔔 Monitors regulatory changes in your industry.",
+    "one_liner": "ChatGPT for Compliance",
     "team_size": 2,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -20127,8 +20266,9 @@
     "launched_at": 1701445003,
     "tags": [
       "Artificial Intelligence",
-      "Developer Tools",
-      "Open Source",
+      "SaaS",
+      "Compliance",
+      "Regtech",
       "AI Assistant"
     ],
     "tags_highlighted": [],
@@ -20138,8 +20278,7 @@
     "batch": "W24",
     "status": "Active",
     "industries": [
-      "B2B",
-      "Engineering, Product and Design"
+      "B2B"
     ],
     "regions": [
       "United States of America",
@@ -21918,7 +22057,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "InspectMind AI is changing the game for people who build and design buildings by making it super easy to do their paperwork. Our tool uses AI to quickly turn videos and photos from construction sites into detailed, accurate and well formatted reports. What used to take days of typing and organizing now takes just minutes. With our app, workers can spend less time at their desks and more time doing the important stuff on site.",
     "one_liner": "Write Construction Inspections Reports using AI, up to 10x faster",
-    "team_size": 3,
+    "team_size": 5,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": true,
@@ -22832,6 +22971,50 @@
     "url": "https://www.ycombinator.com/companies/patchwork-technologies",
     "api": "https://yc-oss.github.io/api/batches/s24/patchwork-technologies.json"
   },
+  {
+    "id": 29644,
+    "name": "VideoGen",
+    "slug": "videogen",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/67133b6c1025c9a5557fc657b87ed61ad2b540c5.png",
+    "website": "https://videogen.io",
+    "all_locations": "San Francisco, CA, USA",
+    "long_description": "VideoGen makes it easy for anyone to create professional, copyright-free videos in seconds. Today, we serve thousands of customers, from individuals and small businesses to teams at Google and ByteDance.\r\n\r\nMaking videos is hard, time-consuming, and expensive if you hire someone to do it for you. With VideoGen, it only takes a few clicks!",
+    "one_liner": "Generate professional videos in seconds",
+    "team_size": 3,
+    "highlight_black": true,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "B2B",
+    "subindustry": "B2B",
+    "launched_at": 1725431613,
+    "tags": [
+      "Artificial Intelligence",
+      "Generative AI",
+      "SaaS",
+      "Video"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "S24",
+    "status": "Active",
+    "industries": [
+      "B2B"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": true,
+    "url": "https://www.ycombinator.com/companies/videogen",
+    "api": "https://yc-oss.github.io/api/batches/s24/videogen.json"
+  },
   {
     "id": 29645,
     "name": "Phonely",
@@ -23151,6 +23334,51 @@
     "url": "https://www.ycombinator.com/companies/silurian",
     "api": "https://yc-oss.github.io/api/batches/s24/silurian.json"
   },
+  {
+    "id": 29666,
+    "name": "Willow",
+    "slug": "willow",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/84cdb997c972cbab78ec7c78db702d1e6fb071bf.png",
+    "website": "https://seewillow.com/",
+    "all_locations": "Palo Alto, CA, USA",
+    "long_description": "Willow is an AI-powered revenue cycle management software. Starting with the intake and coding process for skilled nursing facilities, we maximize reimbursement by converting complex clinical paperwork into accurate diagnoses and ICD codes.\r\n \r\nWe built Willow after seeing how nursing homes struggle with revenue cycle challenges that result in lost revenue and claim denials. Traditional processes are outdated and prone to errors, with no solution tailored to the complexities of long-term care. Our AI-driven platform addresses this gap, simplifying operations and reducing costly mistakes so staff can focus on delivering quality patient care.\r\n \r\nOver $490 billion is spent annually on long-term care in the US. With the growing demand and increasing complexity of insurance billing, Willow ensures long-term care providers capture the full value of their services. ",
+    "one_liner": "AI-powered Revenue Cycle Management for Long-term Care",
+    "team_size": 4,
+    "highlight_black": false,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "B2B",
+    "subindustry": "B2B",
+    "launched_at": 1724580560,
+    "tags": [
+      "Artificial Intelligence",
+      "Health Tech",
+      "B2B",
+      "Healthcare",
+      "Health Insurance"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "S24",
+    "status": "Active",
+    "industries": [
+      "B2B"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": false,
+    "url": "https://www.ycombinator.com/companies/willow",
+    "api": "https://yc-oss.github.io/api/batches/s24/willow.json"
+  },
   {
     "id": 29667,
     "name": "Rewbi",
@@ -23288,6 +23516,51 @@
     "url": "https://www.ycombinator.com/companies/reworks",
     "api": "https://yc-oss.github.io/api/batches/s24/reworks.json"
   },
+  {
+    "id": 29672,
+    "name": "DeepSim, Inc.",
+    "slug": "deepsim-inc",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d741366d22aa79f5635aa8f89c9861f4d5b6afc3.png",
+    "website": "https://www.deepsim.io",
+    "all_locations": "Mountain View, CA, USA",
+    "long_description": "DeepSim is building an AI-accelerated 3D physics simulator that runs 1000X faster than existing FEM tools, speeding up complex simulations from days to minutes. DeepSim was founded by Stanford PhDs with expertise in thermal modeling of semiconductor devices & circuits, and GPU-accelerated solvers.\r\n",
+    "one_liner": "An AI physics simulator for AI chip design",
+    "team_size": 3,
+    "highlight_black": false,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "B2B",
+    "subindustry": "B2B -> Productivity",
+    "launched_at": 1723754775,
+    "tags": [
+      "Artificial Intelligence",
+      "B2B"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "S24",
+    "status": "Active",
+    "industries": [
+      "B2B",
+      "Productivity"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada",
+      "Remote",
+      "Partly Remote"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": false,
+    "url": "https://www.ycombinator.com/companies/deepsim-inc",
+    "api": "https://yc-oss.github.io/api/batches/s24/deepsim-inc.json"
+  },
   {
     "id": 29673,
     "name": "Storia AI",
@@ -24435,6 +24708,55 @@
     "url": "https://www.ycombinator.com/companies/brighterway",
     "api": "https://yc-oss.github.io/api/batches/s24/brighterway.json"
   },
+  {
+    "id": 29778,
+    "name": "Praxos",
+    "slug": "praxos",
+    "former_names": [
+      "Praxos Intelligence, Inc."
+    ],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d35446ae117ad0a29d2185361444c5985f90b211.png",
+    "website": "https://www.praxos.ai",
+    "all_locations": "Miami, FL, USA; Remote",
+    "long_description": "Praxos allows insurance professionals to automate their operations—from filling out applications to crafting proposals and comparing coverages—in one place. This enables risk advisors to stand out and close more deals in an industry where service speed is critical, but mistakes are costly.",
+    "one_liner": "AI workbench for insurance teams",
+    "team_size": 3,
+    "highlight_black": false,
+    "highlight_latinx": true,
+    "highlight_women": false,
+    "industry": "B2B",
+    "subindustry": "B2B",
+    "launched_at": 1723170275,
+    "tags": [
+      "Artificial Intelligence",
+      "Generative AI",
+      "B2B",
+      "Compliance",
+      "Insurance"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "S24",
+    "status": "Active",
+    "industries": [
+      "B2B"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada",
+      "Remote",
+      "Fully Remote"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": false,
+    "url": "https://www.ycombinator.com/companies/praxos",
+    "api": "https://yc-oss.github.io/api/batches/s24/praxos.json"
+  },
   {
     "id": 29780,
     "name": "Presti AI",
@@ -24811,52 +25133,6 @@
     "url": "https://www.ycombinator.com/companies/remo",
     "api": "https://yc-oss.github.io/api/batches/s24/remo.json"
   },
-  {
-    "id": 29828,
-    "name": "Focus Buddy",
-    "slug": "focus-buddy",
-    "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/36badd071180ac2d70c72ca019989b6ecf1830ca.png",
-    "website": "https://www.focusbuddy.ai/",
-    "all_locations": "San Francisco, CA, USA",
-    "long_description": "Reach out to us at founders@focusbuddy.ai\r\n\r\nFocus buddy is an AI productivity coach that stays on calls with you and help you accomplish your important work goals on a daily basis, even when you are struggling to focus.\r\n\r\nWe noticed that our users develop a productive relationship with Focus Buddy. Users stay on calls for multiple hours everyday where they depend on Focus Buddy to:\r\n• Avoid procrastination and get started: Address hidden anxieties, embrace imperfection, chunk tasks, kickstart with mini-goals, and use regular check-ins to maintain momentum.\r\n• Recover from distractions and stay focused: Focus Buddy detects when they are working on less important tasks or scrolling on social media, help them overcome the underlying concerns feeding the distraction, and help them get back to the important task\r\n• Manage stress and Prevent Burnout: Focus Buddy detects stress buildup, integrates mindfulness habits to the workflow, helps take short rejuvenating breaks, and stay composed.\r\n\r\nOur Initial ICP is people with ADHD who are highly motivated but also highly blocked by internal and environmental factors. In the future, we believe each worker should have their own personal coach that enforces proven productivity techniques in real time to help them extract more focused hours every day with the same effort. \r\n",
-    "one_liner": "AI Productivity Coach: Get work done when you are struggling to focus",
-    "team_size": 2,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "Consumer",
-    "subindustry": "Unspecified",
-    "launched_at": 1724988357,
-    "tags": [
-      "Artificial Intelligence",
-      "Productivity",
-      "Mental Health",
-      "Conversational AI",
-      "AI Assistant"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "S24",
-    "status": "Active",
-    "industries": [
-      "Consumer",
-      "Content"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/focus-buddy",
-    "api": "https://yc-oss.github.io/api/batches/s24/focus-buddy.json"
-  },
   {
     "id": 29830,
     "name": "Weavel",
@@ -25373,7 +25649,7 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/3b03e14b8a7d809f05b6579c758dc4fbbe6ff821.png",
     "website": "https://www.dreamrp.com/",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.",
+    "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.\r\n\r\nAI roleplaying is ravenously popular, but no existing platform focuses on the most impactful component of the experience: the creators who make the characters. With a more ethical implementation of AI and the right creation and monetization features, DreamRP has unlocked AI roleplaying for the most talented and successful creators.",
     "one_liner": "Character AI meets Patreon",
     "team_size": 2,
     "highlight_black": false,
diff --git a/tags/autonomous-trucking.json b/tags/autonomous-trucking.json
index 8030c480..897ea210 100644
--- a/tags/autonomous-trucking.json
+++ b/tags/autonomous-trucking.json
@@ -410,7 +410,7 @@
     "former_names": [],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/640f26537f8b5dd95cdf6d6556434583b3097c60.png",
     "website": "https://fluxauto.xyz",
-    "all_locations": "Houston, TX, USA",
+    "all_locations": "Houston, TX, USA; Bengaluru, KA, India",
     "long_description": "Flux Auto is building autonomous mobility technology to fully automate the movement and operation of vehicles in any environment and for any application. Using Flux's solutions customers can reduce their dependency on human drivers, while also increasing productivity and reducing operating costs. \r\n\r\nFlux is currently deploying in warehouses, farms and mines.",
     "one_liner": "Autonomous Mobility for Any Application",
     "team_size": 56,
@@ -439,7 +439,9 @@
     ],
     "regions": [
       "United States of America",
+      "India",
       "America / Canada",
+      "South Asia",
       "Remote",
       "Partly Remote"
     ],
diff --git a/tags/b2b.json b/tags/b2b.json
index 92d73afd..aaace98c 100644
--- a/tags/b2b.json
+++ b/tags/b2b.json
@@ -6958,7 +6958,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "S19",
     "status": "Active",
@@ -27964,58 +27964,6 @@
     "url": "https://www.ycombinator.com/companies/peoplebox",
     "api": "https://yc-oss.github.io/api/batches/s22/peoplebox.json"
   },
-  {
-    "id": 26885,
-    "name": "Mintplex Labs",
-    "slug": "mintplex-labs",
-    "former_names": [
-      "Rampp Labs Inc",
-      "Rampp.xyz",
-      "MintPlex",
-      "Mintplex"
-    ],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/fcaf96ff05ba04df3210e9778e22967b727fde37.png",
-    "website": "https://mintplexlabs.com",
-    "all_locations": "Los Angeles, CA, USA; Remote",
-    "long_description": "Mintplex Labs builds open-source accessible AI applications that make the democratization of LLMs, RAG, Agents, vector databases, and the latest technology to the desktops of the world. Enabling locally running LLMs with built-in tooling and zero code.\r\n\r\nCurrent tools are:\r\nAnythingLLM (https://github.com/Mintplex-Labs/anything-llm)\r\nVectorAdmin (https://github.com/Mintplex-Labs/vector-admin)",
-    "one_liner": "Building accessible local AI.",
-    "team_size": 3,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "Consumer",
-    "subindustry": "Consumer",
-    "launched_at": 1652840561,
-    "tags": [
-      "Consumer",
-      "B2B",
-      "Productivity",
-      "Open Source",
-      "AI"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "S22",
-    "status": "Active",
-    "industries": [
-      "Consumer"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada",
-      "Remote",
-      "Fully Remote"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/mintplex-labs",
-    "api": "https://yc-oss.github.io/api/batches/s22/mintplex-labs.json"
-  },
   {
     "id": 26899,
     "name": "Manatee",
@@ -29091,11 +29039,11 @@
     "subindustry": "B2B",
     "launched_at": 1655587130,
     "tags": [
+      "Artificial Intelligence",
       "Machine Learning",
       "SaaS",
       "B2B",
-      "Enterprise",
-      "AI"
+      "Enterprise"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -32833,8 +32781,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/860789e4b5347ff0d9c534e39f80af9c01143ab3.png",
     "website": "https://www.hadrius.com",
     "all_locations": "New York, NY, USA",
-    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $250B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
-    "one_liner": "The Financial Compliance Copilot",
+    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $400B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
+    "one_liner": "Effortless Financial Compliance",
     "team_size": 9,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -32843,11 +32791,11 @@
     "subindustry": "Fintech -> Asset Management",
     "launched_at": 1668714980,
     "tags": [
-      "Artificial Intelligence",
       "SaaS",
       "B2B",
       "Compliance",
-      "Regtech"
+      "Regtech",
+      "AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -36302,7 +36250,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "We use generative AI to call insurance on behalf of healthcare clinics. We save clinics up to 40 hours of calls every week over existing outsourced human solutions. \r\n\r\nCompared to the existing solutions for benefits verifications: \r\n- We're faster -- by default, we have a turnaround of 24 hours compared to typically a 3 day turnaround for competitors\r\n- We can reach more payors -- as long as they have a phone line, we can support calling them for benefits. There's quite a few payors in both medical and dental (e.g. Seledent) that have yet to offer a digital retrieval of benefits\r\n- We're reliable and consistent -- there is no person-to-person variation or question skipping when it comes to working with software\r\n",
     "one_liner": "Using generative AI to call insurance for healthcare clinics",
-    "team_size": 2,
+    "team_size": 4,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": false,
@@ -36310,11 +36258,11 @@
     "subindustry": "Healthcare -> Healthcare IT",
     "launched_at": 1689790147,
     "tags": [
-      "Artificial Intelligence",
       "SaaS",
       "B2B",
       "Healthcare IT",
-      "Billing"
+      "Billing",
+      "AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -41151,7 +41099,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "InspectMind AI is changing the game for people who build and design buildings by making it super easy to do their paperwork. Our tool uses AI to quickly turn videos and photos from construction sites into detailed, accurate and well formatted reports. What used to take days of typing and organizing now takes just minutes. With our app, workers can spend less time at their desks and more time doing the important stuff on site.",
     "one_liner": "Write Construction Inspections Reports using AI, up to 10x faster",
-    "team_size": 3,
+    "team_size": 5,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": true,
@@ -42174,7 +42122,7 @@
     "subindustry": "B2B",
     "launched_at": 1724580560,
     "tags": [
-      "Fintech",
+      "Artificial Intelligence",
       "Health Tech",
       "B2B",
       "Healthcare",
@@ -42256,7 +42204,7 @@
     "website": "https://www.deepsim.io",
     "all_locations": "Mountain View, CA, USA",
     "long_description": "DeepSim is building an AI-accelerated 3D physics simulator that runs 1000X faster than existing FEM tools, speeding up complex simulations from days to minutes. DeepSim was founded by Stanford PhDs with expertise in thermal modeling of semiconductor devices & circuits, and GPU-accelerated solvers.\r\n",
-    "one_liner": "AI-accelerated multi-physics simulations",
+    "one_liner": "An AI physics simulator for AI chip design",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -42265,8 +42213,8 @@
     "subindustry": "B2B -> Productivity",
     "launched_at": 1723754775,
     "tags": [
-      "B2B",
-      "AI"
+      "Artificial Intelligence",
+      "B2B"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -43646,30 +43594,28 @@
     "api": "https://yc-oss.github.io/api/batches/s24/thunder-compute.json"
   },
   {
-    "id": 29769,
-    "name": "Pinnacle",
-    "slug": "pinnacle",
-    "former_names": [
-      "InsightForge"
-    ],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/b466ed207f7ecd72989b10237037b204765513f2.png",
-    "website": "https://trypinnacle.app/",
+    "id": 29773,
+    "name": "Soff",
+    "slug": "soff",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/7b402edc0d59aaae7f217e948a65add9eb3b2b93.png",
+    "website": "https://soff.ai",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Meet Pinnacle: The Future of SMS Marketing 📲\r\n\r\nPinnacle is the next generation of SMS marketing, created to overcome the design and engagement limitations of traditional SMS while still being in your native messaging apps on iOS and Android. We improve SMS marketing to drive higher ROI by providing businesses access to RCS Business Messaging (RBM) for rich, interactive content and branding like custom business headers, shoppable carousels, quick response buttons, and detailed analytics (including read receipts!). \r\n\r\nInterested in learning more? \r\n\r\nIf you or someone you know in e-commerce or at a marketing agency for e-commerce wants to increase sales with the next era of SMS marketing, reach out to us for a demo!\r\n\r\n- Email founders@trypinnacle.app OR\r\n- Text (870) 897 7103 OR\r\n- Book a 15 minute meeting: https://calendly.com/founders-at-pinnacle/discovery",
-    "one_liner": "Next Generation SMS Marketing",
+    "long_description": "Soff is a supply chain operating system for manufacturing companies. We unify supply chain data and automate core workflows, such as data entry, requesting quotes, comparing quotes, and issuing purchase orders. Our customers save dozens of hours a week spent on repetitive manual tasks.",
+    "one_liner": "Supply chain operating system for manufacturing companies.",
     "team_size": 2,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": false,
     "industry": "B2B",
-    "subindustry": "B2B -> Engineering, Product and Design",
-    "launched_at": 1725406476,
+    "subindustry": "B2B",
+    "launched_at": 1721748598,
     "tags": [
       "B2B",
-      "E-commerce",
-      "Marketing",
-      "SMS",
-      "AI"
+      "Manufacturing",
+      "Supply Chain",
+      "Procurement",
+      "Enterprise Software"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -43679,7 +43625,7 @@
     "status": "Active",
     "industries": [
       "B2B",
-      "Marketing"
+      "Supply Chain and Logistics"
     ],
     "regions": [
       "United States of America",
@@ -43690,32 +43636,34 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/pinnacle",
-    "api": "https://yc-oss.github.io/api/batches/s24/pinnacle.json"
+    "url": "https://www.ycombinator.com/companies/soff",
+    "api": "https://yc-oss.github.io/api/batches/s24/soff.json"
   },
   {
-    "id": 29773,
-    "name": "Soff",
-    "slug": "soff",
-    "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/7b402edc0d59aaae7f217e948a65add9eb3b2b93.png",
-    "website": "https://soff.ai",
-    "all_locations": "San Francisco, CA, USA",
-    "long_description": "Soff is a supply chain operating system for manufacturing companies. We unify supply chain data and automate core workflows, such as data entry, requesting quotes, comparing quotes, and issuing purchase orders. Our customers save dozens of hours a week spent on repetitive manual tasks.",
-    "one_liner": "Supply chain operating system for manufacturing companies.",
-    "team_size": 2,
+    "id": 29778,
+    "name": "Praxos",
+    "slug": "praxos",
+    "former_names": [
+      "Praxos Intelligence, Inc."
+    ],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d35446ae117ad0a29d2185361444c5985f90b211.png",
+    "website": "https://www.praxos.ai",
+    "all_locations": "Miami, FL, USA; Remote",
+    "long_description": "Praxos allows insurance professionals to automate their operations—from filling out applications to crafting proposals and comparing coverages—in one place. This enables risk advisors to stand out and close more deals in an industry where service speed is critical, but mistakes are costly.",
+    "one_liner": "AI workbench for insurance teams",
+    "team_size": 3,
     "highlight_black": false,
-    "highlight_latinx": false,
+    "highlight_latinx": true,
     "highlight_women": false,
     "industry": "B2B",
     "subindustry": "B2B",
-    "launched_at": 1721748598,
+    "launched_at": 1723170275,
     "tags": [
+      "Artificial Intelligence",
+      "Generative AI",
       "B2B",
-      "Manufacturing",
-      "Supply Chain",
-      "Procurement",
-      "Enterprise Software"
+      "Compliance",
+      "Insurance"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -43724,20 +43672,21 @@
     "batch": "S24",
     "status": "Active",
     "industries": [
-      "B2B",
-      "Supply Chain and Logistics"
+      "B2B"
     ],
     "regions": [
       "United States of America",
-      "America / Canada"
+      "America / Canada",
+      "Remote",
+      "Fully Remote"
     ],
     "stage": "Early",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/soff",
-    "api": "https://yc-oss.github.io/api/batches/s24/soff.json"
+    "url": "https://www.ycombinator.com/companies/praxos",
+    "api": "https://yc-oss.github.io/api/batches/s24/praxos.json"
   },
   {
     "id": 29779,
diff --git a/tags/billing.json b/tags/billing.json
index 2cb802d7..f837ab04 100644
--- a/tags/billing.json
+++ b/tags/billing.json
@@ -103,7 +103,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "We use generative AI to call insurance on behalf of healthcare clinics. We save clinics up to 40 hours of calls every week over existing outsourced human solutions. \r\n\r\nCompared to the existing solutions for benefits verifications: \r\n- We're faster -- by default, we have a turnaround of 24 hours compared to typically a 3 day turnaround for competitors\r\n- We can reach more payors -- as long as they have a phone line, we can support calling them for benefits. There's quite a few payors in both medical and dental (e.g. Seledent) that have yet to offer a digital retrieval of benefits\r\n- We're reliable and consistent -- there is no person-to-person variation or question skipping when it comes to working with software\r\n",
     "one_liner": "Using generative AI to call insurance for healthcare clinics",
-    "team_size": 2,
+    "team_size": 4,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": false,
@@ -111,11 +111,11 @@
     "subindustry": "Healthcare -> Healthcare IT",
     "launched_at": 1689790147,
     "tags": [
-      "Artificial Intelligence",
       "SaaS",
       "B2B",
       "Healthcare IT",
-      "Billing"
+      "Billing",
+      "AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
diff --git a/tags/compliance.json b/tags/compliance.json
index 10481665..6e28e550 100644
--- a/tags/compliance.json
+++ b/tags/compliance.json
@@ -1593,8 +1593,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/860789e4b5347ff0d9c534e39f80af9c01143ab3.png",
     "website": "https://www.hadrius.com",
     "all_locations": "New York, NY, USA",
-    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $250B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
-    "one_liner": "The Financial Compliance Copilot",
+    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $400B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
+    "one_liner": "Effortless Financial Compliance",
     "team_size": 9,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -1603,11 +1603,11 @@
     "subindustry": "Fintech -> Asset Management",
     "launched_at": 1668714980,
     "tags": [
-      "Artificial Intelligence",
       "SaaS",
       "B2B",
       "Compliance",
-      "Regtech"
+      "Regtech",
+      "AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -2006,6 +2006,51 @@
     "url": "https://www.ycombinator.com/companies/affinity",
     "api": "https://yc-oss.github.io/api/batches/s23/affinity.json"
   },
+  {
+    "id": 29374,
+    "name": "Superagent",
+    "slug": "superagent",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d3f9546e074addf8f9d38b3d1199ed7484573033.png",
+    "website": "https://superagent.sh/",
+    "all_locations": "San Francisco, CA, USA",
+    "long_description": "Superagent uses AI to help businesses improve their compliance ✅\r\n\r\nFor employees:\r\n- 💬 Answers employee questions about compliance policies instantly.\r\n- 📚 Provides sources for all information.\r\n- 🔐 Gives compliance teams control over content.\r\n\r\nFor compliance managers:\r\n- 🔍 Identifies gaps between company procedures and compliance standards.\r\n- 🔄 Helps update procedures based on new standards or incidents.\r\n- 🔔 Monitors regulatory changes in your industry.",
+    "one_liner": "ChatGPT for Compliance",
+    "team_size": 2,
+    "highlight_black": false,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "B2B",
+    "subindustry": "B2B -> Engineering, Product and Design",
+    "launched_at": 1701445003,
+    "tags": [
+      "Artificial Intelligence",
+      "SaaS",
+      "Compliance",
+      "Regtech",
+      "AI Assistant"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "W24",
+    "status": "Active",
+    "industries": [
+      "B2B"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": false,
+    "url": "https://www.ycombinator.com/companies/superagent",
+    "api": "https://yc-oss.github.io/api/batches/w24/superagent.json"
+  },
   {
     "id": 29384,
     "name": "Shiboleth",
@@ -2455,9 +2500,11 @@
     "subindustry": "B2B",
     "launched_at": 1723170275,
     "tags": [
+      "Artificial Intelligence",
+      "Generative AI",
+      "B2B",
       "Compliance",
-      "Insurance",
-      "AI"
+      "Insurance"
     ],
     "tags_highlighted": [],
     "top_company": false,
diff --git a/tags/construction.json b/tags/construction.json
index 93ba9191..e50b45e8 100644
--- a/tags/construction.json
+++ b/tags/construction.json
@@ -771,7 +771,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "S19",
     "status": "Active",
@@ -2360,7 +2360,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "InspectMind AI is changing the game for people who build and design buildings by making it super easy to do their paperwork. Our tool uses AI to quickly turn videos and photos from construction sites into detailed, accurate and well formatted reports. What used to take days of typing and organizing now takes just minutes. With our app, workers can spend less time at their desks and more time doing the important stuff on site.",
     "one_liner": "Write Construction Inspections Reports using AI, up to 10x faster",
-    "team_size": 3,
+    "team_size": 5,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": true,
diff --git a/tags/consumer-health-services.json b/tags/consumer-health-services.json
index 95db48bc..6aac9df4 100644
--- a/tags/consumer-health-services.json
+++ b/tags/consumer-health-services.json
@@ -2692,7 +2692,7 @@
       "Canada",
       "America / Canada"
     ],
-    "stage": "Early",
+    "stage": "Growth",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
@@ -4176,7 +4176,9 @@
     "id": 25907,
     "name": "Joon Health",
     "slug": "joon-health",
-    "former_names": [],
+    "former_names": [
+      "Joon"
+    ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/2c143cc41cce3030b961ba7a83dcc56ee602bd4f.png",
     "website": "https://joonhealth.co",
     "all_locations": "San Francisco, CA, USA; Oakland, CA, USA",
diff --git a/tags/consumer.json b/tags/consumer.json
index 20ef38e0..1fad1f46 100644
--- a/tags/consumer.json
+++ b/tags/consumer.json
@@ -2719,7 +2719,7 @@
       "Canada",
       "America / Canada"
     ],
-    "stage": "Early",
+    "stage": "Growth",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
@@ -4681,7 +4681,9 @@
     "id": 25907,
     "name": "Joon Health",
     "slug": "joon-health",
-    "former_names": [],
+    "former_names": [
+      "Joon"
+    ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/2c143cc41cce3030b961ba7a83dcc56ee602bd4f.png",
     "website": "https://joonhealth.co",
     "all_locations": "San Francisco, CA, USA; Oakland, CA, USA",
@@ -5721,58 +5723,6 @@
     "url": "https://www.ycombinator.com/companies/hype",
     "api": "https://yc-oss.github.io/api/batches/s22/hype.json"
   },
-  {
-    "id": 26885,
-    "name": "Mintplex Labs",
-    "slug": "mintplex-labs",
-    "former_names": [
-      "Rampp Labs Inc",
-      "Rampp.xyz",
-      "MintPlex",
-      "Mintplex"
-    ],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/fcaf96ff05ba04df3210e9778e22967b727fde37.png",
-    "website": "https://mintplexlabs.com",
-    "all_locations": "Los Angeles, CA, USA; Remote",
-    "long_description": "Mintplex Labs builds open-source accessible AI applications that make the democratization of LLMs, RAG, Agents, vector databases, and the latest technology to the desktops of the world. Enabling locally running LLMs with built-in tooling and zero code.\r\n\r\nCurrent tools are:\r\nAnythingLLM (https://github.com/Mintplex-Labs/anything-llm)\r\nVectorAdmin (https://github.com/Mintplex-Labs/vector-admin)",
-    "one_liner": "Building accessible local AI.",
-    "team_size": 3,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "Consumer",
-    "subindustry": "Consumer",
-    "launched_at": 1652840561,
-    "tags": [
-      "Consumer",
-      "B2B",
-      "Productivity",
-      "Open Source",
-      "AI"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "S22",
-    "status": "Active",
-    "industries": [
-      "Consumer"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada",
-      "Remote",
-      "Fully Remote"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/mintplex-labs",
-    "api": "https://yc-oss.github.io/api/batches/s22/mintplex-labs.json"
-  },
   {
     "id": 26897,
     "name": "AviaryAI",
@@ -7564,13 +7514,13 @@
   },
   {
     "id": 29443,
-    "name": "For Effect",
-    "slug": "for-effect",
+    "name": "ForEffect",
+    "slug": "foreffect",
     "former_names": [
       "Chirp"
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/b149f6917b5b7f8655329f4c129a6536c58bab42.png",
-    "website": "",
+    "website": "https://foreffect.ai",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "",
     "one_liner": "AI Video Effects",
@@ -7606,8 +7556,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/for-effect",
-    "api": "https://yc-oss.github.io/api/batches/w24/for-effect.json"
+    "url": "https://www.ycombinator.com/companies/foreffect",
+    "api": "https://yc-oss.github.io/api/batches/w24/foreffect.json"
   },
   {
     "id": 29459,
@@ -8244,6 +8194,52 @@
     "url": "https://www.ycombinator.com/companies/paasa",
     "api": "https://yc-oss.github.io/api/batches/s24/paasa.json"
   },
+  {
+    "id": 29828,
+    "name": "Focus Buddy",
+    "slug": "focus-buddy",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/36badd071180ac2d70c72ca019989b6ecf1830ca.png",
+    "website": "https://www.focusbuddy.ai/",
+    "all_locations": "San Francisco, CA, USA",
+    "long_description": "Reach out to us at founders@focusbuddy.ai\r\n\r\nFocus buddy is an AI productivity coach that stays on calls with you and help you accomplish your important work goals on a daily basis, even when you are struggling to focus.\r\n\r\nWe noticed that our users develop a productive relationship with Focus Buddy. Users stay on calls for multiple hours everyday where they depend on Focus Buddy to:\r\n• Avoid procrastination and get started: Address hidden anxieties, embrace imperfection, chunk tasks, kickstart with mini-goals, and use regular check-ins to maintain momentum.\r\n• Recover from distractions and stay focused: Focus Buddy detects when they are working on less important tasks or scrolling on social media, help them overcome the underlying concerns feeding the distraction, and help them get back to the important task\r\n• Manage stress and Prevent Burnout: Focus Buddy detects stress buildup, integrates mindfulness habits to the workflow, helps take short rejuvenating breaks, and stay composed.\r\n\r\nOur Initial ICP is people with ADHD who are highly motivated but also highly blocked by internal and environmental factors. In the future, we believe each worker should have their own personal coach that enforces proven productivity techniques in real time to help them extract more focused hours every day with the same effort. \r\n",
+    "one_liner": "AI Productivity Coach: Get work done when you are struggling to focus",
+    "team_size": 2,
+    "highlight_black": false,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "Consumer",
+    "subindustry": "Unspecified",
+    "launched_at": 1724988357,
+    "tags": [
+      "Consumer",
+      "Productivity",
+      "Mental Health",
+      "AI",
+      "Conversational AI"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "S24",
+    "status": "Active",
+    "industries": [
+      "Consumer",
+      "Content"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": false,
+    "url": "https://www.ycombinator.com/companies/focus-buddy",
+    "api": "https://yc-oss.github.io/api/batches/s24/focus-buddy.json"
+  },
   {
     "id": 29829,
     "name": "Moreta",
@@ -8428,7 +8424,7 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/3b03e14b8a7d809f05b6579c758dc4fbbe6ff821.png",
     "website": "https://www.dreamrp.com/",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.",
+    "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.\r\n\r\nAI roleplaying is ravenously popular, but no existing platform focuses on the most impactful component of the experience: the creators who make the characters. With a more ethical implementation of AI and the right creation and monetization features, DreamRP has unlocked AI roleplaying for the most talented and successful creators.",
     "one_liner": "Character AI meets Patreon",
     "team_size": 2,
     "highlight_black": false,
diff --git a/tags/conversational-ai.json b/tags/conversational-ai.json
index c268256d..cad31340 100644
--- a/tags/conversational-ai.json
+++ b/tags/conversational-ai.json
@@ -349,14 +349,14 @@
   },
   {
     "id": 29207,
-    "name": "HeyPurple",
-    "slug": "heypurple",
+    "name": "PurplePages",
+    "slug": "purplepages",
     "former_names": [],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/bf22855fa2bcccfa5a6527f46a30a4d6e91069b2.png",
-    "website": "https://www.heypurple.ai/",
+    "website": "https://www.thepurplepages.ai/",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "",
-    "one_liner": "Purple is an AI agent for online local marketplaces.",
+    "one_liner": "Purple is an AI agent for online local marketplace transactions.",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -365,9 +365,9 @@
     "subindustry": "B2B",
     "launched_at": 1707161827,
     "tags": [
+      "Artificial Intelligence",
       "Marketplace",
       "Real Estate",
-      "AI",
       "Conversational AI",
       "AI Assistant"
     ],
@@ -390,8 +390,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/heypurple",
-    "api": "https://yc-oss.github.io/api/batches/w24/heypurple.json"
+    "url": "https://www.ycombinator.com/companies/purplepages",
+    "api": "https://yc-oss.github.io/api/batches/w24/purplepages.json"
   },
   {
     "id": 29312,
@@ -445,10 +445,10 @@
     "name": "phospho",
     "slug": "phospho",
     "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/25da999aa4a2fad3937c56ced9af091933f43a83.png",
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/18adb73f19cdc6d40006f80186b22f0d0a3b08ff.png",
     "website": "https://phospho.ai",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to monitor interactions with their LLM app and take action.\r\n\r\nWe want to be the Datadog the LLM OS.  Text will be the main mean of communication between humans and computers, and also computers to computers. A tool is needed to analyze these flows in real time.",
+    "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to get answers, take decisions and reduce churn by mining user messages.\r\n\r\nUse phospho to:\r\n- cluster messages or chat sessions\r\n- get user analytics\r\n- setup no code text analytics (LLM detection, sentiment, classifiers,...)\r\n- iterate faster with AB tests\r\n- centralize all your transcripts in one place\r\n\r\nGet started in 3 minutes by uploading a CSV. Integrate the API when convinced.",
     "one_liner": "Open Source Text Analytics for LLM Apps",
     "team_size": 3,
     "highlight_black": false,
@@ -931,11 +931,11 @@
     "subindustry": "Unspecified",
     "launched_at": 1724988357,
     "tags": [
-      "Artificial Intelligence",
+      "Consumer",
       "Productivity",
       "Mental Health",
-      "Conversational AI",
-      "AI Assistant"
+      "AI",
+      "Conversational AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
diff --git a/tags/crypto-web3.json b/tags/crypto-web3.json
index fc0c385b..48feedda 100644
--- a/tags/crypto-web3.json
+++ b/tags/crypto-web3.json
@@ -1267,7 +1267,7 @@
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/7515f83e50e3f52a5cd34355a67ae58ba87c3724.png",
     "website": "https://cocopago.app",
-    "all_locations": "New York, NY, USA; Remote",
+    "all_locations": "New York, NY, USA; San Francisco, CA, USA; Remote",
     "long_description": "Send, spend, save, and earn money via stablecoins. \r\n",
     "one_liner": "Web3 super app for remittances to Latin America.",
     "team_size": 50,
diff --git a/tags/cybersecurity.json b/tags/cybersecurity.json
index cbeb7a89..fa6ee655 100644
--- a/tags/cybersecurity.json
+++ b/tags/cybersecurity.json
@@ -550,7 +550,7 @@
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/66941efea1bbb96c0037b8eb01cd10d72092895c.png",
     "website": "https://joinformal.com",
-    "all_locations": "San Francisco, CA, USA; Remote",
+    "all_locations": "San Francisco, CA, USA; New York, NY, USA; Remote",
     "long_description": "",
     "one_liner": "Take control of your data in real-time.",
     "team_size": 10,
@@ -980,7 +980,7 @@
     "highlight_latinx": false,
     "highlight_women": false,
     "industry": "B2B",
-    "subindustry": "B2B -> Infrastructure",
+    "subindustry": "B2B -> Security",
     "launched_at": 1689618282,
     "tags": [
       "Security",
@@ -991,7 +991,7 @@
     "isHiring": false,
     "nonprofit": false,
     "batch": "S23",
-    "status": "Active",
+    "status": "Inactive",
     "industries": [
       "B2B",
       "Security"
diff --git a/tags/delivery.json b/tags/delivery.json
index 9df766c6..d1a7199e 100644
--- a/tags/delivery.json
+++ b/tags/delivery.json
@@ -975,7 +975,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "S19",
     "status": "Active",
diff --git a/tags/design-tools.json b/tags/design-tools.json
index 6999b6ba..8b94fd6e 100644
--- a/tags/design-tools.json
+++ b/tags/design-tools.json
@@ -2599,7 +2599,7 @@
     "website": "https://zigma.io",
     "all_locations": "San Francisco, CA, USA; Remote",
     "long_description": "We began with an open-source library for React developers that enables them to create beautiful and accessible interfaces (NextUI). We are now building a complete frontend-as-a-service platform to make building the frontend part of products easier, allowing teams to focus more on their product and less on design systems and frontend complexities (zigma.io).",
-    "one_liner": "Open-source design system creation & management platform.",
+    "one_liner": "Design system creation & management platform.",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": true,
diff --git a/tags/developer-tools.json b/tags/developer-tools.json
index dee9d351..fdb5534d 100644
--- a/tags/developer-tools.json
+++ b/tags/developer-tools.json
@@ -17438,11 +17438,11 @@
     "subindustry": "B2B -> Engineering, Product and Design",
     "launched_at": 1688142176,
     "tags": [
+      "Artificial Intelligence",
       "Developer Tools",
       "DevSecOps",
       "Machine Learning",
-      "Open Source",
-      "AI"
+      "Open Source"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -19428,51 +19428,6 @@
     "url": "https://www.ycombinator.com/companies/codeant-ai",
     "api": "https://yc-oss.github.io/api/batches/w24/codeant-ai.json"
   },
-  {
-    "id": 29374,
-    "name": "Superagent",
-    "slug": "superagent",
-    "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d3f9546e074addf8f9d38b3d1199ed7484573033.png",
-    "website": "https://superagent.sh/",
-    "all_locations": "San Francisco, CA, USA",
-    "long_description": "Superagent is an open-source platform for custom AI-agents that do web research. Companies use us to do better sales, marketing, and project management.\r\n\r\nThe agents can reason, browse the web, and access your files. It's open-source, and it's designed for everyone - not just AI experts.\r\n\r\n🥷 How do companies build their own AI-agents:\r\n- No coding or infrastructure needed: Customize AI-agents using simple markup.\r\n- Integration with Airtable: Ideal for business users.\r\n- API and SDKs: Embed AI-agents into any app or third-party system, e.g. Salesforce.\r\n\r\n🚀 By choosing Superagent, companies can:\r\n- Improve Sales: Gather detailed info about potential customers early on. Focus efforts on those most likely to buy, increasing success rates and saving time.\r\n- Personalize Marketing: Connect to CRMs to craft custom marketing messages. AI-agents analyze customer data to send offers that match their interests, boosting engagement and sales.\r\n- Stay Ahead of Competitors: Track what competitors are doing by analyzing market reports, web activity, and social media. Quickly adjust your strategies, find new market gaps, and offer better products.",
-    "one_liner": "Open-source AI-agents for doing web research",
-    "team_size": 2,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "B2B",
-    "subindustry": "B2B -> Engineering, Product and Design",
-    "launched_at": 1701445003,
-    "tags": [
-      "Artificial Intelligence",
-      "Developer Tools",
-      "Open Source",
-      "AI Assistant"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "W24",
-    "status": "Active",
-    "industries": [
-      "B2B",
-      "Engineering, Product and Design"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/superagent",
-    "api": "https://yc-oss.github.io/api/batches/w24/superagent.json"
-  },
   {
     "id": 29375,
     "name": "Preloop",
@@ -21615,7 +21570,7 @@
     "website": "https://zigma.io",
     "all_locations": "San Francisco, CA, USA; Remote",
     "long_description": "We began with an open-source library for React developers that enables them to create beautiful and accessible interfaces (NextUI). We are now building a complete frontend-as-a-service platform to make building the frontend part of products easier, allowing teams to focus more on their product and less on design systems and frontend complexities (zigma.io).",
-    "one_liner": "Open-source design system creation & management platform.",
+    "one_liner": "Design system creation & management platform.",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": true,
diff --git a/tags/devsecops.json b/tags/devsecops.json
index 264e69e1..e332fe11 100644
--- a/tags/devsecops.json
+++ b/tags/devsecops.json
@@ -1451,11 +1451,11 @@
     "subindustry": "B2B -> Engineering, Product and Design",
     "launched_at": 1688142176,
     "tags": [
+      "Artificial Intelligence",
       "Developer Tools",
       "DevSecOps",
       "Machine Learning",
-      "Open Source",
-      "AI"
+      "Open Source"
     ],
     "tags_highlighted": [],
     "top_company": false,
diff --git a/tags/digital-health.json b/tags/digital-health.json
index 3f24a20c..5e7a35df 100644
--- a/tags/digital-health.json
+++ b/tags/digital-health.json
@@ -1462,7 +1462,7 @@
       "Remote",
       "Fully Remote"
     ],
-    "stage": "Early",
+    "stage": "Growth",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
@@ -2131,7 +2131,7 @@
       "Canada",
       "America / Canada"
     ],
-    "stage": "Early",
+    "stage": "Growth",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
diff --git a/tags/documents.json b/tags/documents.json
index e3cc9908..05b2b2de 100644
--- a/tags/documents.json
+++ b/tags/documents.json
@@ -1096,8 +1096,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6af70add968020435b7e6619f1daf7399205f64b.png",
     "website": "https://www.inquery.ai/",
     "all_locations": "",
-    "long_description": "InQuery is an AI-powered insurance claims management system. We eliminate tedious back office claims admin work like data capture, document management, and claims research so that adjusters can focus on providing world-class service to claimants.",
-    "one_liner": "AI Assistant for Insurance Claims Processing",
+    "long_description": "InQuery is an operating system for the insurance industry built from the ground-up to leverage modern language processing techniques to improve claims handling, policy administration and distribution, and underwriting, starting with the world's first AI-native Claims Management System.\r\n\r\nOur mission is to empower the insurance industry to close the trillion dollar underinsurance gap by expanding the reach and scope of insurance products to cover the emerging risks of the 21st century.",
+    "one_liner": "AI-Native Operating System for the Insurance Industry",
     "team_size": 2,
     "highlight_black": false,
     "highlight_latinx": true,
@@ -1107,8 +1107,8 @@
     "launched_at": 1704737122,
     "tags": [
       "Documents",
+      "Artificial Intelligence",
       "Insurance",
-      "AI",
       "AI Assistant"
     ],
     "tags_highlighted": [],
diff --git a/tags/drones.json b/tags/drones.json
index 6433d27c..f6c4f709 100644
--- a/tags/drones.json
+++ b/tags/drones.json
@@ -935,7 +935,7 @@
     "website": "https://guardianrf.com/",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "Cost-Effective Drone Detection and Signal Intelligence for 21st- Century Peacekeeping. ",
-    "one_liner": "Context-specific drone detection and signal intel for US defense. ",
+    "one_liner": "Drone detection and signal intelligence for US defense. ",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
diff --git a/tags/education.json b/tags/education.json
index 02fb2b5f..85ffe864 100644
--- a/tags/education.json
+++ b/tags/education.json
@@ -2598,7 +2598,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "W17",
     "status": "Active",
diff --git a/tags/elearning.json b/tags/elearning.json
index 28a72599..9a7226b8 100644
--- a/tags/elearning.json
+++ b/tags/elearning.json
@@ -483,7 +483,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "W17",
     "status": "Active",
diff --git a/tags/electric-vehicles.json b/tags/electric-vehicles.json
index abd81a4c..aee76d8a 100644
--- a/tags/electric-vehicles.json
+++ b/tags/electric-vehicles.json
@@ -305,7 +305,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "S19",
     "status": "Active",
diff --git a/tags/enterprise.json b/tags/enterprise.json
index 553f498a..8f6757e7 100644
--- a/tags/enterprise.json
+++ b/tags/enterprise.json
@@ -2870,11 +2870,11 @@
     "subindustry": "B2B",
     "launched_at": 1655587130,
     "tags": [
+      "Artificial Intelligence",
       "Machine Learning",
       "SaaS",
       "B2B",
-      "Enterprise",
-      "AI"
+      "Enterprise"
     ],
     "tags_highlighted": [],
     "top_company": false,
diff --git a/tags/entertainment.json b/tags/entertainment.json
index f0df9fd9..c7d053e6 100644
--- a/tags/entertainment.json
+++ b/tags/entertainment.json
@@ -2255,7 +2255,7 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/3b03e14b8a7d809f05b6579c758dc4fbbe6ff821.png",
     "website": "https://www.dreamrp.com/",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.",
+    "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.\r\n\r\nAI roleplaying is ravenously popular, but no existing platform focuses on the most impactful component of the experience: the creators who make the characters. With a more ethical implementation of AI and the right creation and monetization features, DreamRP has unlocked AI roleplaying for the most talented and successful creators.",
     "one_liner": "Character AI meets Patreon",
     "team_size": 2,
     "highlight_black": false,
diff --git a/tags/feedback.json b/tags/feedback.json
index f31ce6bf..9f6137e2 100644
--- a/tags/feedback.json
+++ b/tags/feedback.json
@@ -187,7 +187,7 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/a67c33e0e1229416643c3c04c56495e10ccaea0a.png",
     "website": "https://www.cheersreviews.com",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Cheers is building the operating system for in-person businesses, bringing the seamless efficiency of an Apple Store to every local service. We're starting with NFC-enabled employee badges that solve immediate pain points: collecting reviews, attributing customer interactions, and tracking performance. Our customers 5-10x their monthly Google Reviews.\r\n\r\n\r\n\r\n- Imagine walking into any local business and experiencing the smoothness of an Apple Store: roaming checkouts, instant transactions, and personalized service - all from a tap on an employee's phone. That's the future we're creating. Our badges are the first step towards a fully integrated, frictionless system for in-person operations.\r\n\r\n\r\n\r\nMost tech ignores field workers. We're fixing that. We're digitizing all operations for local services - from home repairs to restaurants. Our vision: tap your phone anywhere to close a sale, leave a review, or verify service, making every interaction as smooth as buying the latest iPhone.\r\n\r\n\r\n\r\n- We have 30 paying customers, including one enterprise pilot. MRR grew from $1,400 to $4,750 in two months. We've processed over 3,000 reviews.\r\n\r\n\r\n\r\nFounded by Dylan Allen and Ernesto Valencia, CS grads from BYU with experience at Microsoft and Amazon. We're expanding into scheduling, payments, and full workforce management. Our goal: become the central platform for in-person work, serving millions of field employees and revolutionizing how local businesses operate.",
+    "long_description": "Cheers is building the operating system for in-person businesses, bringing the seamless efficiency of an Apple Store to every local service. We're starting with NFC-enabled employee badges that solve immediate pain points: collecting reviews, accepting payments, attributing customer interactions, and tracking performance. Our customers 5-10x their monthly Google Reviews.\r\n\r\n\r\n\r\n- Imagine walking into any local business and experiencing the smoothness of an Apple Store: roaming checkouts, instant transactions, and personalized service - all from a tap on an employee's phone. That's the future we're creating. Our badges are the first step towards a fully integrated, frictionless system for in-person operations.\r\n\r\n\r\n\r\nMost tech ignores field workers. We're fixing that. We're digitizing all operations for local services - from home repairs to restaurants. Our vision: tap your phone anywhere to close a sale, leave a review, or verify service, making every interaction as smooth as buying the latest iPhone.\r\n\r\n\r\n\r\n- We have over 30 paying customers, including one enterprise pilot. MRR grew from $1,400 to ~$5,000 in two months. We've processed over 3,000 reviews.\r\n\r\n\r\n\r\nFounded by Dylan Allen and Ernesto Valencia, CS grads from BYU with experience at Microsoft and Amazon. We're expanding into scheduling, payments, and full workforce management. Our goal: become the central platform for in-person work, serving millions of field employees and revolutionizing how local businesses operate.",
     "one_liner": "The super-app for in-person employee management",
     "team_size": 2,
     "highlight_black": false,
diff --git a/tags/fintech.json b/tags/fintech.json
index 4de99d8b..300e8582 100644
--- a/tags/fintech.json
+++ b/tags/fintech.json
@@ -31459,51 +31459,6 @@
     "url": "https://www.ycombinator.com/companies/decisional-ai",
     "api": "https://yc-oss.github.io/api/batches/s24/decisional-ai.json"
   },
-  {
-    "id": 29666,
-    "name": "Willow",
-    "slug": "willow",
-    "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/84cdb997c972cbab78ec7c78db702d1e6fb071bf.png",
-    "website": "https://seewillow.com/",
-    "all_locations": "Palo Alto, CA, USA",
-    "long_description": "Willow is an AI-powered revenue cycle management software. Starting with the intake and coding process for skilled nursing facilities, we maximize reimbursement by converting complex clinical paperwork into accurate diagnoses and ICD codes.\r\n \r\nWe built Willow after seeing how nursing homes struggle with revenue cycle challenges that result in lost revenue and claim denials. Traditional processes are outdated and prone to errors, with no solution tailored to the complexities of long-term care. Our AI-driven platform addresses this gap, simplifying operations and reducing costly mistakes so staff can focus on delivering quality patient care.\r\n \r\nOver $490 billion is spent annually on long-term care in the US. With the growing demand and increasing complexity of insurance billing, Willow ensures long-term care providers capture the full value of their services. ",
-    "one_liner": "AI-powered Revenue Cycle Management for Long-term Care",
-    "team_size": 4,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "B2B",
-    "subindustry": "B2B",
-    "launched_at": 1724580560,
-    "tags": [
-      "Fintech",
-      "Health Tech",
-      "B2B",
-      "Healthcare",
-      "Health Insurance"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "S24",
-    "status": "Active",
-    "industries": [
-      "B2B"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/willow",
-    "api": "https://yc-oss.github.io/api/batches/s24/willow.json"
-  },
   {
     "id": 29676,
     "name": "Elevate",
diff --git a/tags/generative-ai.json b/tags/generative-ai.json
index fd6f97cd..f8e5afac 100644
--- a/tags/generative-ai.json
+++ b/tags/generative-ai.json
@@ -3057,7 +3057,7 @@
     "isHiring": false,
     "nonprofit": false,
     "batch": "S22",
-    "status": "Active",
+    "status": "Inactive",
     "industries": [
       "B2B",
       "Productivity"
@@ -8734,10 +8734,10 @@
     "name": "phospho",
     "slug": "phospho",
     "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/25da999aa4a2fad3937c56ced9af091933f43a83.png",
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/18adb73f19cdc6d40006f80186b22f0d0a3b08ff.png",
     "website": "https://phospho.ai",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to monitor interactions with their LLM app and take action.\r\n\r\nWe want to be the Datadog the LLM OS.  Text will be the main mean of communication between humans and computers, and also computers to computers. A tool is needed to analyze these flows in real time.",
+    "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to get answers, take decisions and reduce churn by mining user messages.\r\n\r\nUse phospho to:\r\n- cluster messages or chat sessions\r\n- get user analytics\r\n- setup no code text analytics (LLM detection, sentiment, classifiers,...)\r\n- iterate faster with AB tests\r\n- centralize all your transcripts in one place\r\n\r\nGet started in 3 minutes by uploading a CSV. Integrate the API when convinced.",
     "one_liner": "Open Source Text Analytics for LLM Apps",
     "team_size": 3,
     "highlight_black": false,
@@ -9705,6 +9705,50 @@
     "url": "https://www.ycombinator.com/companies/flyflow",
     "api": "https://yc-oss.github.io/api/batches/s24/flyflow.json"
   },
+  {
+    "id": 29644,
+    "name": "VideoGen",
+    "slug": "videogen",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/67133b6c1025c9a5557fc657b87ed61ad2b540c5.png",
+    "website": "https://videogen.io",
+    "all_locations": "San Francisco, CA, USA",
+    "long_description": "VideoGen makes it easy for anyone to create professional, copyright-free videos in seconds. Today, we serve thousands of customers, from individuals and small businesses to teams at Google and ByteDance.\r\n\r\nMaking videos is hard, time-consuming, and expensive if you hire someone to do it for you. With VideoGen, it only takes a few clicks!",
+    "one_liner": "Generate professional videos in seconds",
+    "team_size": 3,
+    "highlight_black": true,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "B2B",
+    "subindustry": "B2B",
+    "launched_at": 1725431613,
+    "tags": [
+      "Artificial Intelligence",
+      "Generative AI",
+      "SaaS",
+      "Video"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "S24",
+    "status": "Active",
+    "industries": [
+      "B2B"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": true,
+    "url": "https://www.ycombinator.com/companies/videogen",
+    "api": "https://yc-oss.github.io/api/batches/s24/videogen.json"
+  },
   {
     "id": 29653,
     "name": "ideate.xyz",
@@ -10305,6 +10349,55 @@
     "url": "https://www.ycombinator.com/companies/david-ai",
     "api": "https://yc-oss.github.io/api/batches/s24/david-ai.json"
   },
+  {
+    "id": 29778,
+    "name": "Praxos",
+    "slug": "praxos",
+    "former_names": [
+      "Praxos Intelligence, Inc."
+    ],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d35446ae117ad0a29d2185361444c5985f90b211.png",
+    "website": "https://www.praxos.ai",
+    "all_locations": "Miami, FL, USA; Remote",
+    "long_description": "Praxos allows insurance professionals to automate their operations—from filling out applications to crafting proposals and comparing coverages—in one place. This enables risk advisors to stand out and close more deals in an industry where service speed is critical, but mistakes are costly.",
+    "one_liner": "AI workbench for insurance teams",
+    "team_size": 3,
+    "highlight_black": false,
+    "highlight_latinx": true,
+    "highlight_women": false,
+    "industry": "B2B",
+    "subindustry": "B2B",
+    "launched_at": 1723170275,
+    "tags": [
+      "Artificial Intelligence",
+      "Generative AI",
+      "B2B",
+      "Compliance",
+      "Insurance"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "S24",
+    "status": "Active",
+    "industries": [
+      "B2B"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada",
+      "Remote",
+      "Fully Remote"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": false,
+    "url": "https://www.ycombinator.com/companies/praxos",
+    "api": "https://yc-oss.github.io/api/batches/s24/praxos.json"
+  },
   {
     "id": 29795,
     "name": "Odo",
@@ -11006,7 +11099,7 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/3b03e14b8a7d809f05b6579c758dc4fbbe6ff821.png",
     "website": "https://www.dreamrp.com/",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.",
+    "long_description": "DreamRP lets creators earn money by turning their characters into chatbots. For example, George R.R. Martin could charge fans to chat with a Jon Snow bot.\r\n\r\nAI roleplaying is ravenously popular, but no existing platform focuses on the most impactful component of the experience: the creators who make the characters. With a more ethical implementation of AI and the right creation and monetization features, DreamRP has unlocked AI roleplaying for the most talented and successful creators.",
     "one_liner": "Character AI meets Patreon",
     "team_size": 2,
     "highlight_black": false,
diff --git a/tags/hard-tech.json b/tags/hard-tech.json
index 0f22cbb2..b187c2f3 100644
--- a/tags/hard-tech.json
+++ b/tags/hard-tech.json
@@ -1406,7 +1406,7 @@
     "former_names": [],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/640f26537f8b5dd95cdf6d6556434583b3097c60.png",
     "website": "https://fluxauto.xyz",
-    "all_locations": "Houston, TX, USA",
+    "all_locations": "Houston, TX, USA; Bengaluru, KA, India",
     "long_description": "Flux Auto is building autonomous mobility technology to fully automate the movement and operation of vehicles in any environment and for any application. Using Flux's solutions customers can reduce their dependency on human drivers, while also increasing productivity and reducing operating costs. \r\n\r\nFlux is currently deploying in warehouses, farms and mines.",
     "one_liner": "Autonomous Mobility for Any Application",
     "team_size": 56,
@@ -1435,7 +1435,9 @@
     ],
     "regions": [
       "United States of America",
+      "India",
       "America / Canada",
+      "South Asia",
       "Remote",
       "Partly Remote"
     ],
@@ -3396,7 +3398,7 @@
     "website": "https://guardianrf.com/",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "Cost-Effective Drone Detection and Signal Intelligence for 21st- Century Peacekeeping. ",
-    "one_liner": "Context-specific drone detection and signal intel for US defense. ",
+    "one_liner": "Drone detection and signal intelligence for US defense. ",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
diff --git a/tags/hardware.json b/tags/hardware.json
index 77921e68..9c416edf 100644
--- a/tags/hardware.json
+++ b/tags/hardware.json
@@ -3032,7 +3032,8 @@
     "name": "Blissway",
     "slug": "blissway",
     "former_names": [
-      "Blissway"
+      "Blissway",
+      "BLISSWAY"
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/41fb64af0fedc089c69c9af82b6619dfece6ffd3.png",
     "website": "https://www.blissway.com/",
diff --git a/tags/health-and-wellness.json b/tags/health-and-wellness.json
index 26b9554a..22699ddd 100644
--- a/tags/health-and-wellness.json
+++ b/tags/health-and-wellness.json
@@ -621,7 +621,7 @@
       "Remote",
       "Fully Remote"
     ],
-    "stage": "Early",
+    "stage": "Growth",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
diff --git a/tags/health-insurance.json b/tags/health-insurance.json
index 2f359160..7c31c6b7 100644
--- a/tags/health-insurance.json
+++ b/tags/health-insurance.json
@@ -1093,7 +1093,7 @@
     "subindustry": "B2B",
     "launched_at": 1724580560,
     "tags": [
-      "Fintech",
+      "Artificial Intelligence",
       "Health Tech",
       "B2B",
       "Healthcare",
diff --git a/tags/health-tech.json b/tags/health-tech.json
index 569603d8..22b003a2 100644
--- a/tags/health-tech.json
+++ b/tags/health-tech.json
@@ -2844,7 +2844,7 @@
       "Remote",
       "Fully Remote"
     ],
-    "stage": "Early",
+    "stage": "Growth",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
@@ -6925,7 +6925,7 @@
     "subindustry": "B2B",
     "launched_at": 1724580560,
     "tags": [
-      "Fintech",
+      "Artificial Intelligence",
       "Health Tech",
       "B2B",
       "Healthcare",
diff --git a/tags/healthcare-it.json b/tags/healthcare-it.json
index 7fc3647b..2a612457 100644
--- a/tags/healthcare-it.json
+++ b/tags/healthcare-it.json
@@ -622,7 +622,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "We use generative AI to call insurance on behalf of healthcare clinics. We save clinics up to 40 hours of calls every week over existing outsourced human solutions. \r\n\r\nCompared to the existing solutions for benefits verifications: \r\n- We're faster -- by default, we have a turnaround of 24 hours compared to typically a 3 day turnaround for competitors\r\n- We can reach more payors -- as long as they have a phone line, we can support calling them for benefits. There's quite a few payors in both medical and dental (e.g. Seledent) that have yet to offer a digital retrieval of benefits\r\n- We're reliable and consistent -- there is no person-to-person variation or question skipping when it comes to working with software\r\n",
     "one_liner": "Using generative AI to call insurance for healthcare clinics",
-    "team_size": 2,
+    "team_size": 4,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": false,
@@ -630,11 +630,11 @@
     "subindustry": "Healthcare -> Healthcare IT",
     "launched_at": 1689790147,
     "tags": [
-      "Artificial Intelligence",
       "SaaS",
       "B2B",
       "Healthcare IT",
-      "Billing"
+      "Billing",
+      "AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
diff --git a/tags/healthcare.json b/tags/healthcare.json
index 5626128d..dbe404c0 100644
--- a/tags/healthcare.json
+++ b/tags/healthcare.json
@@ -7825,7 +7825,7 @@
     "subindustry": "B2B",
     "launched_at": 1724580560,
     "tags": [
-      "Fintech",
+      "Artificial Intelligence",
       "Health Tech",
       "B2B",
       "Healthcare",
diff --git a/tags/home-automation.json b/tags/home-automation.json
index 45fcd52f..a120800a 100644
--- a/tags/home-automation.json
+++ b/tags/home-automation.json
@@ -113,7 +113,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "S23",
     "status": "Active",
diff --git a/tags/home-services.json b/tags/home-services.json
index 29cba22a..217fb844 100644
--- a/tags/home-services.json
+++ b/tags/home-services.json
@@ -156,7 +156,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "S23",
     "status": "Active",
diff --git a/tags/insurance.json b/tags/insurance.json
index b2fc7e73..323e4114 100644
--- a/tags/insurance.json
+++ b/tags/insurance.json
@@ -2646,8 +2646,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6af70add968020435b7e6619f1daf7399205f64b.png",
     "website": "https://www.inquery.ai/",
     "all_locations": "",
-    "long_description": "InQuery is an AI-powered insurance claims management system. We eliminate tedious back office claims admin work like data capture, document management, and claims research so that adjusters can focus on providing world-class service to claimants.",
-    "one_liner": "AI Assistant for Insurance Claims Processing",
+    "long_description": "InQuery is an operating system for the insurance industry built from the ground-up to leverage modern language processing techniques to improve claims handling, policy administration and distribution, and underwriting, starting with the world's first AI-native Claims Management System.\r\n\r\nOur mission is to empower the insurance industry to close the trillion dollar underinsurance gap by expanding the reach and scope of insurance products to cover the emerging risks of the 21st century.",
+    "one_liner": "AI-Native Operating System for the Insurance Industry",
     "team_size": 2,
     "highlight_black": false,
     "highlight_latinx": true,
@@ -2657,8 +2657,8 @@
     "launched_at": 1704737122,
     "tags": [
       "Documents",
+      "Artificial Intelligence",
       "Insurance",
-      "AI",
       "AI Assistant"
     ],
     "tags_highlighted": [],
@@ -2840,9 +2840,11 @@
     "subindustry": "B2B",
     "launched_at": 1723170275,
     "tags": [
+      "Artificial Intelligence",
+      "Generative AI",
+      "B2B",
       "Compliance",
-      "Insurance",
-      "AI"
+      "Insurance"
     ],
     "tags_highlighted": [],
     "top_company": false,
diff --git a/tags/iot.json b/tags/iot.json
index 87e05cb2..cf0304cf 100644
--- a/tags/iot.json
+++ b/tags/iot.json
@@ -1600,7 +1600,8 @@
     "name": "Blissway",
     "slug": "blissway",
     "former_names": [
-      "Blissway"
+      "Blissway",
+      "BLISSWAY"
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/41fb64af0fedc089c69c9af82b6619dfece6ffd3.png",
     "website": "https://www.blissway.com/",
diff --git a/tags/logistics.json b/tags/logistics.json
index 7dcae181..db83b932 100644
--- a/tags/logistics.json
+++ b/tags/logistics.json
@@ -2078,7 +2078,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "S19",
     "status": "Active",
@@ -2641,7 +2641,7 @@
     "former_names": [],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/640f26537f8b5dd95cdf6d6556434583b3097c60.png",
     "website": "https://fluxauto.xyz",
-    "all_locations": "Houston, TX, USA",
+    "all_locations": "Houston, TX, USA; Bengaluru, KA, India",
     "long_description": "Flux Auto is building autonomous mobility technology to fully automate the movement and operation of vehicles in any environment and for any application. Using Flux's solutions customers can reduce their dependency on human drivers, while also increasing productivity and reducing operating costs. \r\n\r\nFlux is currently deploying in warehouses, farms and mines.",
     "one_liner": "Autonomous Mobility for Any Application",
     "team_size": 56,
@@ -2670,7 +2670,9 @@
     ],
     "regions": [
       "United States of America",
+      "India",
       "America / Canada",
+      "South Asia",
       "Remote",
       "Partly Remote"
     ],
diff --git a/tags/machine-learning.json b/tags/machine-learning.json
index 46aaa2c8..41e7b30c 100644
--- a/tags/machine-learning.json
+++ b/tags/machine-learning.json
@@ -4055,7 +4055,8 @@
     "name": "Blissway",
     "slug": "blissway",
     "former_names": [
-      "Blissway"
+      "Blissway",
+      "BLISSWAY"
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/41fb64af0fedc089c69c9af82b6619dfece6ffd3.png",
     "website": "https://www.blissway.com/",
@@ -7696,11 +7697,11 @@
     "subindustry": "B2B",
     "launched_at": 1655587130,
     "tags": [
+      "Artificial Intelligence",
       "Machine Learning",
       "SaaS",
       "B2B",
-      "Enterprise",
-      "AI"
+      "Enterprise"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -8935,11 +8936,11 @@
     "subindustry": "B2B -> Engineering, Product and Design",
     "launched_at": 1688142176,
     "tags": [
+      "Artificial Intelligence",
       "Developer Tools",
       "DevSecOps",
       "Machine Learning",
-      "Open Source",
-      "AI"
+      "Open Source"
     ],
     "tags_highlighted": [],
     "top_company": false,
diff --git a/tags/marketing.json b/tags/marketing.json
index 45a3af32..56796368 100644
--- a/tags/marketing.json
+++ b/tags/marketing.json
@@ -2580,54 +2580,6 @@
     "url": "https://www.ycombinator.com/companies/remade",
     "api": "https://yc-oss.github.io/api/batches/s24/remade.json"
   },
-  {
-    "id": 29769,
-    "name": "Pinnacle",
-    "slug": "pinnacle",
-    "former_names": [
-      "InsightForge"
-    ],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/b466ed207f7ecd72989b10237037b204765513f2.png",
-    "website": "https://trypinnacle.app/",
-    "all_locations": "San Francisco, CA, USA",
-    "long_description": "Meet Pinnacle: The Future of SMS Marketing 📲\r\n\r\nPinnacle is the next generation of SMS marketing, created to overcome the design and engagement limitations of traditional SMS while still being in your native messaging apps on iOS and Android. We improve SMS marketing to drive higher ROI by providing businesses access to RCS Business Messaging (RBM) for rich, interactive content and branding like custom business headers, shoppable carousels, quick response buttons, and detailed analytics (including read receipts!). \r\n\r\nInterested in learning more? \r\n\r\nIf you or someone you know in e-commerce or at a marketing agency for e-commerce wants to increase sales with the next era of SMS marketing, reach out to us for a demo!\r\n\r\n- Email founders@trypinnacle.app OR\r\n- Text (870) 897 7103 OR\r\n- Book a 15 minute meeting: https://calendly.com/founders-at-pinnacle/discovery",
-    "one_liner": "Next Generation SMS Marketing",
-    "team_size": 2,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "B2B",
-    "subindustry": "B2B -> Engineering, Product and Design",
-    "launched_at": 1725406476,
-    "tags": [
-      "B2B",
-      "E-commerce",
-      "Marketing",
-      "SMS",
-      "AI"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "S24",
-    "status": "Active",
-    "industries": [
-      "B2B",
-      "Marketing"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/pinnacle",
-    "api": "https://yc-oss.github.io/api/batches/s24/pinnacle.json"
-  },
   {
     "id": 29952,
     "name": "Ficra",
diff --git a/tags/marketplace.json b/tags/marketplace.json
index 2d066565..042180e2 100644
--- a/tags/marketplace.json
+++ b/tags/marketplace.json
@@ -4213,7 +4213,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "W17",
     "status": "Active",
@@ -13802,14 +13802,14 @@
   },
   {
     "id": 29207,
-    "name": "HeyPurple",
-    "slug": "heypurple",
+    "name": "PurplePages",
+    "slug": "purplepages",
     "former_names": [],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/bf22855fa2bcccfa5a6527f46a30a4d6e91069b2.png",
-    "website": "https://www.heypurple.ai/",
+    "website": "https://www.thepurplepages.ai/",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "",
-    "one_liner": "Purple is an AI agent for online local marketplaces.",
+    "one_liner": "Purple is an AI agent for online local marketplace transactions.",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -13818,9 +13818,9 @@
     "subindustry": "B2B",
     "launched_at": 1707161827,
     "tags": [
+      "Artificial Intelligence",
       "Marketplace",
       "Real Estate",
-      "AI",
       "Conversational AI",
       "AI Assistant"
     ],
@@ -13843,8 +13843,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/heypurple",
-    "api": "https://yc-oss.github.io/api/batches/w24/heypurple.json"
+    "url": "https://www.ycombinator.com/companies/purplepages",
+    "api": "https://yc-oss.github.io/api/batches/w24/purplepages.json"
   },
   {
     "id": 29269,
diff --git a/tags/media.json b/tags/media.json
index 3fdc273c..2b2ece2e 100644
--- a/tags/media.json
+++ b/tags/media.json
@@ -1574,13 +1574,13 @@
   },
   {
     "id": 29443,
-    "name": "For Effect",
-    "slug": "for-effect",
+    "name": "ForEffect",
+    "slug": "foreffect",
     "former_names": [
       "Chirp"
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/b149f6917b5b7f8655329f4c129a6536c58bab42.png",
-    "website": "",
+    "website": "https://foreffect.ai",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "",
     "one_liner": "AI Video Effects",
@@ -1616,8 +1616,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/for-effect",
-    "api": "https://yc-oss.github.io/api/batches/w24/for-effect.json"
+    "url": "https://www.ycombinator.com/companies/foreffect",
+    "api": "https://yc-oss.github.io/api/batches/w24/foreffect.json"
   },
   {
     "id": 29461,
diff --git a/tags/mental-health-tech.json b/tags/mental-health-tech.json
index 5cc0bf98..c6981e79 100644
--- a/tags/mental-health-tech.json
+++ b/tags/mental-health-tech.json
@@ -1678,7 +1678,9 @@
     "id": 25907,
     "name": "Joon Health",
     "slug": "joon-health",
-    "former_names": [],
+    "former_names": [
+      "Joon"
+    ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/2c143cc41cce3030b961ba7a83dcc56ee602bd4f.png",
     "website": "https://joonhealth.co",
     "all_locations": "San Francisco, CA, USA; Oakland, CA, USA",
diff --git a/tags/mental-health.json b/tags/mental-health.json
index b0b8b0a7..823bdbc9 100644
--- a/tags/mental-health.json
+++ b/tags/mental-health.json
@@ -443,11 +443,11 @@
     "subindustry": "Unspecified",
     "launched_at": 1724988357,
     "tags": [
-      "Artificial Intelligence",
+      "Consumer",
       "Productivity",
       "Mental Health",
-      "Conversational AI",
-      "AI Assistant"
+      "AI",
+      "Conversational AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
diff --git a/tags/open-source.json b/tags/open-source.json
index 0413da95..b0096bbd 100644
--- a/tags/open-source.json
+++ b/tags/open-source.json
@@ -3894,9 +3894,9 @@
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/fcaf96ff05ba04df3210e9778e22967b727fde37.png",
     "website": "https://mintplexlabs.com",
-    "all_locations": "Los Angeles, CA, USA; Remote",
-    "long_description": "Mintplex Labs builds open-source accessible AI applications that make the democratization of LLMs, RAG, Agents, vector databases, and the latest technology to the desktops of the world. Enabling locally running LLMs with built-in tooling and zero code.\r\n\r\nCurrent tools are:\r\nAnythingLLM (https://github.com/Mintplex-Labs/anything-llm)\r\nVectorAdmin (https://github.com/Mintplex-Labs/vector-admin)",
-    "one_liner": "Building accessible local AI.",
+    "all_locations": "Irvine, CA, USA; Remote",
+    "long_description": "Mintplex Labs builds AnythingLLM, an all-in-one desktop AI application that handles everything an LLM should do to increase your productivity while remaining fully private. \r\n\r\nCurrent tools are:\r\nAnythingLLM (https://github.com/Mintplex-Labs/anything-llm)\r\nVectorAdmin (https://github.com/Mintplex-Labs/vector-admin)",
+    "one_liner": "Building the all-in-one private desktop AI assistant",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -3905,11 +3905,9 @@
     "subindustry": "Consumer",
     "launched_at": 1652840561,
     "tags": [
-      "Consumer",
-      "B2B",
-      "Productivity",
+      "Artificial Intelligence",
       "Open Source",
-      "AI"
+      "AI Assistant"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -5536,11 +5534,11 @@
     "subindustry": "B2B -> Engineering, Product and Design",
     "launched_at": 1688142176,
     "tags": [
+      "Artificial Intelligence",
       "Developer Tools",
       "DevSecOps",
       "Machine Learning",
-      "Open Source",
-      "AI"
+      "Open Source"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -6222,51 +6220,6 @@
     "url": "https://www.ycombinator.com/companies/ragas",
     "api": "https://yc-oss.github.io/api/batches/w24/ragas.json"
   },
-  {
-    "id": 29374,
-    "name": "Superagent",
-    "slug": "superagent",
-    "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d3f9546e074addf8f9d38b3d1199ed7484573033.png",
-    "website": "https://superagent.sh/",
-    "all_locations": "San Francisco, CA, USA",
-    "long_description": "Superagent is an open-source platform for custom AI-agents that do web research. Companies use us to do better sales, marketing, and project management.\r\n\r\nThe agents can reason, browse the web, and access your files. It's open-source, and it's designed for everyone - not just AI experts.\r\n\r\n🥷 How do companies build their own AI-agents:\r\n- No coding or infrastructure needed: Customize AI-agents using simple markup.\r\n- Integration with Airtable: Ideal for business users.\r\n- API and SDKs: Embed AI-agents into any app or third-party system, e.g. Salesforce.\r\n\r\n🚀 By choosing Superagent, companies can:\r\n- Improve Sales: Gather detailed info about potential customers early on. Focus efforts on those most likely to buy, increasing success rates and saving time.\r\n- Personalize Marketing: Connect to CRMs to craft custom marketing messages. AI-agents analyze customer data to send offers that match their interests, boosting engagement and sales.\r\n- Stay Ahead of Competitors: Track what competitors are doing by analyzing market reports, web activity, and social media. Quickly adjust your strategies, find new market gaps, and offer better products.",
-    "one_liner": "Open-source AI-agents for doing web research",
-    "team_size": 2,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "B2B",
-    "subindustry": "B2B -> Engineering, Product and Design",
-    "launched_at": 1701445003,
-    "tags": [
-      "Artificial Intelligence",
-      "Developer Tools",
-      "Open Source",
-      "AI Assistant"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "W24",
-    "status": "Active",
-    "industries": [
-      "B2B",
-      "Engineering, Product and Design"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/superagent",
-    "api": "https://yc-oss.github.io/api/batches/w24/superagent.json"
-  },
   {
     "id": 29379,
     "name": "Trieve",
diff --git a/tags/productivity.json b/tags/productivity.json
index 65fecf1a..a0230b7d 100644
--- a/tags/productivity.json
+++ b/tags/productivity.json
@@ -4182,58 +4182,6 @@
     "url": "https://www.ycombinator.com/companies/peoplebox",
     "api": "https://yc-oss.github.io/api/batches/s22/peoplebox.json"
   },
-  {
-    "id": 26885,
-    "name": "Mintplex Labs",
-    "slug": "mintplex-labs",
-    "former_names": [
-      "Rampp Labs Inc",
-      "Rampp.xyz",
-      "MintPlex",
-      "Mintplex"
-    ],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/fcaf96ff05ba04df3210e9778e22967b727fde37.png",
-    "website": "https://mintplexlabs.com",
-    "all_locations": "Los Angeles, CA, USA; Remote",
-    "long_description": "Mintplex Labs builds open-source accessible AI applications that make the democratization of LLMs, RAG, Agents, vector databases, and the latest technology to the desktops of the world. Enabling locally running LLMs with built-in tooling and zero code.\r\n\r\nCurrent tools are:\r\nAnythingLLM (https://github.com/Mintplex-Labs/anything-llm)\r\nVectorAdmin (https://github.com/Mintplex-Labs/vector-admin)",
-    "one_liner": "Building accessible local AI.",
-    "team_size": 3,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "Consumer",
-    "subindustry": "Consumer",
-    "launched_at": 1652840561,
-    "tags": [
-      "Consumer",
-      "B2B",
-      "Productivity",
-      "Open Source",
-      "AI"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "S22",
-    "status": "Active",
-    "industries": [
-      "Consumer"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada",
-      "Remote",
-      "Fully Remote"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/mintplex-labs",
-    "api": "https://yc-oss.github.io/api/batches/s22/mintplex-labs.json"
-  },
   {
     "id": 27153,
     "name": "UpLink",
@@ -6445,11 +6393,11 @@
     "subindustry": "Unspecified",
     "launched_at": 1724988357,
     "tags": [
-      "Artificial Intelligence",
+      "Consumer",
       "Productivity",
       "Mental Health",
-      "Conversational AI",
-      "AI Assistant"
+      "AI",
+      "Conversational AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
diff --git a/tags/proptech.json b/tags/proptech.json
index bd47a9a6..976c3aee 100644
--- a/tags/proptech.json
+++ b/tags/proptech.json
@@ -3529,7 +3529,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "S23",
     "status": "Active",
@@ -3796,7 +3796,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "InspectMind AI is changing the game for people who build and design buildings by making it super easy to do their paperwork. Our tool uses AI to quickly turn videos and photos from construction sites into detailed, accurate and well formatted reports. What used to take days of typing and organizing now takes just minutes. With our app, workers can spend less time at their desks and more time doing the important stuff on site.",
     "one_liner": "Write Construction Inspections Reports using AI, up to 10x faster",
-    "team_size": 3,
+    "team_size": 5,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": true,
diff --git a/tags/real-estate.json b/tags/real-estate.json
index aada2cfb..d0a84549 100644
--- a/tags/real-estate.json
+++ b/tags/real-estate.json
@@ -2722,14 +2722,14 @@
   },
   {
     "id": 29207,
-    "name": "HeyPurple",
-    "slug": "heypurple",
+    "name": "PurplePages",
+    "slug": "purplepages",
     "former_names": [],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/bf22855fa2bcccfa5a6527f46a30a4d6e91069b2.png",
-    "website": "https://www.heypurple.ai/",
+    "website": "https://www.thepurplepages.ai/",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "",
-    "one_liner": "Purple is an AI agent for online local marketplaces.",
+    "one_liner": "Purple is an AI agent for online local marketplace transactions.",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -2738,9 +2738,9 @@
     "subindustry": "B2B",
     "launched_at": 1707161827,
     "tags": [
+      "Artificial Intelligence",
       "Marketplace",
       "Real Estate",
-      "AI",
       "Conversational AI",
       "AI Assistant"
     ],
@@ -2763,8 +2763,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/heypurple",
-    "api": "https://yc-oss.github.io/api/batches/w24/heypurple.json"
+    "url": "https://www.ycombinator.com/companies/purplepages",
+    "api": "https://yc-oss.github.io/api/batches/w24/purplepages.json"
   },
   {
     "id": 29380,
diff --git a/tags/recruiting.json b/tags/recruiting.json
index a744a17e..600055f8 100644
--- a/tags/recruiting.json
+++ b/tags/recruiting.json
@@ -523,7 +523,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "W17",
     "status": "Active",
diff --git a/tags/regtech.json b/tags/regtech.json
index 1f1e6817..202fa418 100644
--- a/tags/regtech.json
+++ b/tags/regtech.json
@@ -437,8 +437,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/860789e4b5347ff0d9c534e39f80af9c01143ab3.png",
     "website": "https://www.hadrius.com",
     "all_locations": "New York, NY, USA",
-    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $250B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
-    "one_liner": "The Financial Compliance Copilot",
+    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $400B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
+    "one_liner": "Effortless Financial Compliance",
     "team_size": 9,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -447,11 +447,11 @@
     "subindustry": "Fintech -> Asset Management",
     "launched_at": 1668714980,
     "tags": [
-      "Artificial Intelligence",
       "SaaS",
       "B2B",
       "Compliance",
-      "Regtech"
+      "Regtech",
+      "AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -616,5 +616,50 @@
     "question_answers": false,
     "url": "https://www.ycombinator.com/companies/readily",
     "api": "https://yc-oss.github.io/api/batches/s23/readily.json"
+  },
+  {
+    "id": 29374,
+    "name": "Superagent",
+    "slug": "superagent",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d3f9546e074addf8f9d38b3d1199ed7484573033.png",
+    "website": "https://superagent.sh/",
+    "all_locations": "San Francisco, CA, USA",
+    "long_description": "Superagent uses AI to help businesses improve their compliance ✅\r\n\r\nFor employees:\r\n- 💬 Answers employee questions about compliance policies instantly.\r\n- 📚 Provides sources for all information.\r\n- 🔐 Gives compliance teams control over content.\r\n\r\nFor compliance managers:\r\n- 🔍 Identifies gaps between company procedures and compliance standards.\r\n- 🔄 Helps update procedures based on new standards or incidents.\r\n- 🔔 Monitors regulatory changes in your industry.",
+    "one_liner": "ChatGPT for Compliance",
+    "team_size": 2,
+    "highlight_black": false,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "B2B",
+    "subindustry": "B2B -> Engineering, Product and Design",
+    "launched_at": 1701445003,
+    "tags": [
+      "Artificial Intelligence",
+      "SaaS",
+      "Compliance",
+      "Regtech",
+      "AI Assistant"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "W24",
+    "status": "Active",
+    "industries": [
+      "B2B"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": false,
+    "url": "https://www.ycombinator.com/companies/superagent",
+    "api": "https://yc-oss.github.io/api/batches/w24/superagent.json"
   }
 ]
diff --git a/tags/remote-work.json b/tags/remote-work.json
index 41969789..47f8635d 100644
--- a/tags/remote-work.json
+++ b/tags/remote-work.json
@@ -158,7 +158,7 @@
     ],
     "tags_highlighted": [],
     "top_company": false,
-    "isHiring": true,
+    "isHiring": false,
     "nonprofit": false,
     "batch": "W17",
     "status": "Active",
diff --git a/tags/reviews.json b/tags/reviews.json
index 8b2de4db..362ac4fb 100644
--- a/tags/reviews.json
+++ b/tags/reviews.json
@@ -96,7 +96,7 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/a67c33e0e1229416643c3c04c56495e10ccaea0a.png",
     "website": "https://www.cheersreviews.com",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Cheers is building the operating system for in-person businesses, bringing the seamless efficiency of an Apple Store to every local service. We're starting with NFC-enabled employee badges that solve immediate pain points: collecting reviews, attributing customer interactions, and tracking performance. Our customers 5-10x their monthly Google Reviews.\r\n\r\n\r\n\r\n- Imagine walking into any local business and experiencing the smoothness of an Apple Store: roaming checkouts, instant transactions, and personalized service - all from a tap on an employee's phone. That's the future we're creating. Our badges are the first step towards a fully integrated, frictionless system for in-person operations.\r\n\r\n\r\n\r\nMost tech ignores field workers. We're fixing that. We're digitizing all operations for local services - from home repairs to restaurants. Our vision: tap your phone anywhere to close a sale, leave a review, or verify service, making every interaction as smooth as buying the latest iPhone.\r\n\r\n\r\n\r\n- We have 30 paying customers, including one enterprise pilot. MRR grew from $1,400 to $4,750 in two months. We've processed over 3,000 reviews.\r\n\r\n\r\n\r\nFounded by Dylan Allen and Ernesto Valencia, CS grads from BYU with experience at Microsoft and Amazon. We're expanding into scheduling, payments, and full workforce management. Our goal: become the central platform for in-person work, serving millions of field employees and revolutionizing how local businesses operate.",
+    "long_description": "Cheers is building the operating system for in-person businesses, bringing the seamless efficiency of an Apple Store to every local service. We're starting with NFC-enabled employee badges that solve immediate pain points: collecting reviews, accepting payments, attributing customer interactions, and tracking performance. Our customers 5-10x their monthly Google Reviews.\r\n\r\n\r\n\r\n- Imagine walking into any local business and experiencing the smoothness of an Apple Store: roaming checkouts, instant transactions, and personalized service - all from a tap on an employee's phone. That's the future we're creating. Our badges are the first step towards a fully integrated, frictionless system for in-person operations.\r\n\r\n\r\n\r\nMost tech ignores field workers. We're fixing that. We're digitizing all operations for local services - from home repairs to restaurants. Our vision: tap your phone anywhere to close a sale, leave a review, or verify service, making every interaction as smooth as buying the latest iPhone.\r\n\r\n\r\n\r\n- We have over 30 paying customers, including one enterprise pilot. MRR grew from $1,400 to ~$5,000 in two months. We've processed over 3,000 reviews.\r\n\r\n\r\n\r\nFounded by Dylan Allen and Ernesto Valencia, CS grads from BYU with experience at Microsoft and Amazon. We're expanding into scheduling, payments, and full workforce management. Our goal: become the central platform for in-person work, serving millions of field employees and revolutionizing how local businesses operate.",
     "one_liner": "The super-app for in-person employee management",
     "team_size": 2,
     "highlight_black": false,
diff --git a/tags/robotics.json b/tags/robotics.json
index 8e62d1a6..6f946246 100644
--- a/tags/robotics.json
+++ b/tags/robotics.json
@@ -1577,7 +1577,7 @@
     "former_names": [],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/640f26537f8b5dd95cdf6d6556434583b3097c60.png",
     "website": "https://fluxauto.xyz",
-    "all_locations": "Houston, TX, USA",
+    "all_locations": "Houston, TX, USA; Bengaluru, KA, India",
     "long_description": "Flux Auto is building autonomous mobility technology to fully automate the movement and operation of vehicles in any environment and for any application. Using Flux's solutions customers can reduce their dependency on human drivers, while also increasing productivity and reducing operating costs. \r\n\r\nFlux is currently deploying in warehouses, farms and mines.",
     "one_liner": "Autonomous Mobility for Any Application",
     "team_size": 56,
@@ -1606,7 +1606,9 @@
     ],
     "regions": [
       "United States of America",
+      "India",
       "America / Canada",
+      "South Asia",
       "Remote",
       "Partly Remote"
     ],
diff --git a/tags/saas.json b/tags/saas.json
index d832377e..1b9e328d 100644
--- a/tags/saas.json
+++ b/tags/saas.json
@@ -16551,7 +16551,8 @@
     "name": "Blissway",
     "slug": "blissway",
     "former_names": [
-      "Blissway"
+      "Blissway",
+      "BLISSWAY"
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/41fb64af0fedc089c69c9af82b6619dfece6ffd3.png",
     "website": "https://www.blissway.com/",
@@ -34839,7 +34840,7 @@
     "isHiring": false,
     "nonprofit": false,
     "batch": "S22",
-    "status": "Active",
+    "status": "Inactive",
     "industries": [
       "B2B",
       "Productivity"
@@ -37605,11 +37606,11 @@
     "subindustry": "B2B",
     "launched_at": 1655587130,
     "tags": [
+      "Artificial Intelligence",
       "Machine Learning",
       "SaaS",
       "B2B",
-      "Enterprise",
-      "AI"
+      "Enterprise"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -40607,8 +40608,8 @@
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/860789e4b5347ff0d9c534e39f80af9c01143ab3.png",
     "website": "https://www.hadrius.com",
     "all_locations": "New York, NY, USA",
-    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $250B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
-    "one_liner": "The Financial Compliance Copilot",
+    "long_description": "Hadrius allows regulated financial firms of all sizes to consolidate and automate their compliance processes using AI in one platform. Today, we're securing compliance for $400B+ AUM across our clients.\r\n\r\nWe're building the AI that will regulate the US financial system and the trillions that flows through it.",
+    "one_liner": "Effortless Financial Compliance",
     "team_size": 9,
     "highlight_black": false,
     "highlight_latinx": false,
@@ -40617,11 +40618,11 @@
     "subindustry": "Fintech -> Asset Management",
     "launched_at": 1668714980,
     "tags": [
-      "Artificial Intelligence",
       "SaaS",
       "B2B",
       "Compliance",
-      "Regtech"
+      "Regtech",
+      "AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -43460,7 +43461,7 @@
     "all_locations": "San Francisco, CA, USA",
     "long_description": "We use generative AI to call insurance on behalf of healthcare clinics. We save clinics up to 40 hours of calls every week over existing outsourced human solutions. \r\n\r\nCompared to the existing solutions for benefits verifications: \r\n- We're faster -- by default, we have a turnaround of 24 hours compared to typically a 3 day turnaround for competitors\r\n- We can reach more payors -- as long as they have a phone line, we can support calling them for benefits. There's quite a few payors in both medical and dental (e.g. Seledent) that have yet to offer a digital retrieval of benefits\r\n- We're reliable and consistent -- there is no person-to-person variation or question skipping when it comes to working with software\r\n",
     "one_liner": "Using generative AI to call insurance for healthcare clinics",
-    "team_size": 2,
+    "team_size": 4,
     "highlight_black": false,
     "highlight_latinx": false,
     "highlight_women": false,
@@ -43468,11 +43469,11 @@
     "subindustry": "Healthcare -> Healthcare IT",
     "launched_at": 1689790147,
     "tags": [
-      "Artificial Intelligence",
       "SaaS",
       "B2B",
       "Healthcare IT",
-      "Billing"
+      "Billing",
+      "AI"
     ],
     "tags_highlighted": [],
     "top_company": false,
@@ -45687,10 +45688,10 @@
     "name": "phospho",
     "slug": "phospho",
     "former_names": [],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/25da999aa4a2fad3937c56ced9af091933f43a83.png",
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/18adb73f19cdc6d40006f80186b22f0d0a3b08ff.png",
     "website": "https://phospho.ai",
     "all_locations": "San Francisco, CA, USA",
-    "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to monitor interactions with their LLM app and take action.\r\n\r\nWe want to be the Datadog the LLM OS.  Text will be the main mean of communication between humans and computers, and also computers to computers. A tool is needed to analyze these flows in real time.",
+    "long_description": "Phospho is an open-source text analytics platform for LLM apps in production.\r\n\r\nCompanies like Quivr or Sudowrite use phospho to get answers, take decisions and reduce churn by mining user messages.\r\n\r\nUse phospho to:\r\n- cluster messages or chat sessions\r\n- get user analytics\r\n- setup no code text analytics (LLM detection, sentiment, classifiers,...)\r\n- iterate faster with AB tests\r\n- centralize all your transcripts in one place\r\n\r\nGet started in 3 minutes by uploading a CSV. Integrate the API when convinced.",
     "one_liner": "Open Source Text Analytics for LLM Apps",
     "team_size": 3,
     "highlight_black": false,
@@ -46055,6 +46056,51 @@
     "url": "https://www.ycombinator.com/companies/browser-buddy",
     "api": "https://yc-oss.github.io/api/batches/w24/browser-buddy.json"
   },
+  {
+    "id": 29374,
+    "name": "Superagent",
+    "slug": "superagent",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d3f9546e074addf8f9d38b3d1199ed7484573033.png",
+    "website": "https://superagent.sh/",
+    "all_locations": "San Francisco, CA, USA",
+    "long_description": "Superagent uses AI to help businesses improve their compliance ✅\r\n\r\nFor employees:\r\n- 💬 Answers employee questions about compliance policies instantly.\r\n- 📚 Provides sources for all information.\r\n- 🔐 Gives compliance teams control over content.\r\n\r\nFor compliance managers:\r\n- 🔍 Identifies gaps between company procedures and compliance standards.\r\n- 🔄 Helps update procedures based on new standards or incidents.\r\n- 🔔 Monitors regulatory changes in your industry.",
+    "one_liner": "ChatGPT for Compliance",
+    "team_size": 2,
+    "highlight_black": false,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "B2B",
+    "subindustry": "B2B -> Engineering, Product and Design",
+    "launched_at": 1701445003,
+    "tags": [
+      "Artificial Intelligence",
+      "SaaS",
+      "Compliance",
+      "Regtech",
+      "AI Assistant"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "W24",
+    "status": "Active",
+    "industries": [
+      "B2B"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": false,
+    "url": "https://www.ycombinator.com/companies/superagent",
+    "api": "https://yc-oss.github.io/api/batches/w24/superagent.json"
+  },
   {
     "id": 29377,
     "name": "Toma",
@@ -47218,6 +47264,50 @@
     "url": "https://www.ycombinator.com/companies/stack-auth",
     "api": "https://yc-oss.github.io/api/batches/s24/stack-auth.json"
   },
+  {
+    "id": 29644,
+    "name": "VideoGen",
+    "slug": "videogen",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/67133b6c1025c9a5557fc657b87ed61ad2b540c5.png",
+    "website": "https://videogen.io",
+    "all_locations": "San Francisco, CA, USA",
+    "long_description": "VideoGen makes it easy for anyone to create professional, copyright-free videos in seconds. Today, we serve thousands of customers, from individuals and small businesses to teams at Google and ByteDance.\r\n\r\nMaking videos is hard, time-consuming, and expensive if you hire someone to do it for you. With VideoGen, it only takes a few clicks!",
+    "one_liner": "Generate professional videos in seconds",
+    "team_size": 3,
+    "highlight_black": true,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "B2B",
+    "subindustry": "B2B",
+    "launched_at": 1725431613,
+    "tags": [
+      "Artificial Intelligence",
+      "Generative AI",
+      "SaaS",
+      "Video"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "S24",
+    "status": "Active",
+    "industries": [
+      "B2B"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": true,
+    "url": "https://www.ycombinator.com/companies/videogen",
+    "api": "https://yc-oss.github.io/api/batches/s24/videogen.json"
+  },
   {
     "id": 29645,
     "name": "Phonely",
@@ -48766,7 +48856,7 @@
     "website": "https://zigma.io",
     "all_locations": "San Francisco, CA, USA; Remote",
     "long_description": "We began with an open-source library for React developers that enables them to create beautiful and accessible interfaces (NextUI). We are now building a complete frontend-as-a-service platform to make building the frontend part of products easier, allowing teams to focus more on their product and less on design systems and frontend complexities (zigma.io).",
-    "one_liner": "Open-source design system creation & management platform.",
+    "one_liner": "Design system creation & management platform.",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": true,
diff --git a/tags/security.json b/tags/security.json
index f5f505f5..d8ab5925 100644
--- a/tags/security.json
+++ b/tags/security.json
@@ -3247,7 +3247,7 @@
     "highlight_latinx": false,
     "highlight_women": false,
     "industry": "B2B",
-    "subindustry": "B2B -> Infrastructure",
+    "subindustry": "B2B -> Security",
     "launched_at": 1689618282,
     "tags": [
       "Security",
@@ -3258,7 +3258,7 @@
     "isHiring": false,
     "nonprofit": false,
     "batch": "S23",
-    "status": "Active",
+    "status": "Inactive",
     "industries": [
       "B2B",
       "Security"
@@ -3757,7 +3757,7 @@
     "website": "https://guardianrf.com/",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "Cost-Effective Drone Detection and Signal Intelligence for 21st- Century Peacekeeping. ",
-    "one_liner": "Context-specific drone detection and signal intel for US defense. ",
+    "one_liner": "Drone detection and signal intelligence for US defense. ",
     "team_size": 3,
     "highlight_black": false,
     "highlight_latinx": false,
diff --git a/tags/sms.json b/tags/sms.json
index 1d599b96..8e70b813 100644
--- a/tags/sms.json
+++ b/tags/sms.json
@@ -281,53 +281,5 @@
     "question_answers": false,
     "url": "https://www.ycombinator.com/companies/apten",
     "api": "https://yc-oss.github.io/api/batches/s24/apten.json"
-  },
-  {
-    "id": 29769,
-    "name": "Pinnacle",
-    "slug": "pinnacle",
-    "former_names": [
-      "InsightForge"
-    ],
-    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/b466ed207f7ecd72989b10237037b204765513f2.png",
-    "website": "https://trypinnacle.app/",
-    "all_locations": "San Francisco, CA, USA",
-    "long_description": "Meet Pinnacle: The Future of SMS Marketing 📲\r\n\r\nPinnacle is the next generation of SMS marketing, created to overcome the design and engagement limitations of traditional SMS while still being in your native messaging apps on iOS and Android. We improve SMS marketing to drive higher ROI by providing businesses access to RCS Business Messaging (RBM) for rich, interactive content and branding like custom business headers, shoppable carousels, quick response buttons, and detailed analytics (including read receipts!). \r\n\r\nInterested in learning more? \r\n\r\nIf you or someone you know in e-commerce or at a marketing agency for e-commerce wants to increase sales with the next era of SMS marketing, reach out to us for a demo!\r\n\r\n- Email founders@trypinnacle.app OR\r\n- Text (870) 897 7103 OR\r\n- Book a 15 minute meeting: https://calendly.com/founders-at-pinnacle/discovery",
-    "one_liner": "Next Generation SMS Marketing",
-    "team_size": 2,
-    "highlight_black": false,
-    "highlight_latinx": false,
-    "highlight_women": false,
-    "industry": "B2B",
-    "subindustry": "B2B -> Engineering, Product and Design",
-    "launched_at": 1725406476,
-    "tags": [
-      "B2B",
-      "E-commerce",
-      "Marketing",
-      "SMS",
-      "AI"
-    ],
-    "tags_highlighted": [],
-    "top_company": false,
-    "isHiring": false,
-    "nonprofit": false,
-    "batch": "S24",
-    "status": "Active",
-    "industries": [
-      "B2B",
-      "Marketing"
-    ],
-    "regions": [
-      "United States of America",
-      "America / Canada"
-    ],
-    "stage": "Early",
-    "app_video_public": false,
-    "demo_day_video_public": false,
-    "app_answers": null,
-    "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/pinnacle",
-    "api": "https://yc-oss.github.io/api/batches/s24/pinnacle.json"
   }
 ]
diff --git a/tags/telehealth.json b/tags/telehealth.json
index 3e136508..9a986c9b 100644
--- a/tags/telehealth.json
+++ b/tags/telehealth.json
@@ -476,7 +476,7 @@
       "Canada",
       "America / Canada"
     ],
-    "stage": "Early",
+    "stage": "Growth",
     "app_video_public": false,
     "demo_day_video_public": false,
     "app_answers": null,
diff --git a/tags/transportation.json b/tags/transportation.json
index 763b7173..765fa791 100644
--- a/tags/transportation.json
+++ b/tags/transportation.json
@@ -904,7 +904,8 @@
     "name": "Blissway",
     "slug": "blissway",
     "former_names": [
-      "Blissway"
+      "Blissway",
+      "BLISSWAY"
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/41fb64af0fedc089c69c9af82b6619dfece6ffd3.png",
     "website": "https://www.blissway.com/",
diff --git a/tags/video.json b/tags/video.json
index 2c167cbb..e7187f87 100644
--- a/tags/video.json
+++ b/tags/video.json
@@ -3291,13 +3291,13 @@
   },
   {
     "id": 29443,
-    "name": "For Effect",
-    "slug": "for-effect",
+    "name": "ForEffect",
+    "slug": "foreffect",
     "former_names": [
       "Chirp"
     ],
     "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/b149f6917b5b7f8655329f4c129a6536c58bab42.png",
-    "website": "",
+    "website": "https://foreffect.ai",
     "all_locations": "San Francisco, CA, USA",
     "long_description": "",
     "one_liner": "AI Video Effects",
@@ -3333,8 +3333,8 @@
     "demo_day_video_public": false,
     "app_answers": null,
     "question_answers": false,
-    "url": "https://www.ycombinator.com/companies/for-effect",
-    "api": "https://yc-oss.github.io/api/batches/w24/for-effect.json"
+    "url": "https://www.ycombinator.com/companies/foreffect",
+    "api": "https://yc-oss.github.io/api/batches/w24/foreffect.json"
   },
   {
     "id": 29461,
@@ -3475,6 +3475,50 @@
     "url": "https://www.ycombinator.com/companies/abel-police",
     "api": "https://yc-oss.github.io/api/batches/s24/abel-police.json"
   },
+  {
+    "id": 29644,
+    "name": "VideoGen",
+    "slug": "videogen",
+    "former_names": [],
+    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/67133b6c1025c9a5557fc657b87ed61ad2b540c5.png",
+    "website": "https://videogen.io",
+    "all_locations": "San Francisco, CA, USA",
+    "long_description": "VideoGen makes it easy for anyone to create professional, copyright-free videos in seconds. Today, we serve thousands of customers, from individuals and small businesses to teams at Google and ByteDance.\r\n\r\nMaking videos is hard, time-consuming, and expensive if you hire someone to do it for you. With VideoGen, it only takes a few clicks!",
+    "one_liner": "Generate professional videos in seconds",
+    "team_size": 3,
+    "highlight_black": true,
+    "highlight_latinx": false,
+    "highlight_women": false,
+    "industry": "B2B",
+    "subindustry": "B2B",
+    "launched_at": 1725431613,
+    "tags": [
+      "Artificial Intelligence",
+      "Generative AI",
+      "SaaS",
+      "Video"
+    ],
+    "tags_highlighted": [],
+    "top_company": false,
+    "isHiring": false,
+    "nonprofit": false,
+    "batch": "S24",
+    "status": "Active",
+    "industries": [
+      "B2B"
+    ],
+    "regions": [
+      "United States of America",
+      "America / Canada"
+    ],
+    "stage": "Early",
+    "app_video_public": false,
+    "demo_day_video_public": false,
+    "app_answers": null,
+    "question_answers": true,
+    "url": "https://www.ycombinator.com/companies/videogen",
+    "api": "https://yc-oss.github.io/api/batches/s24/videogen.json"
+  },
   {
     "id": 29665,
     "name": "Aviary",