ENTERPRISE

Legion is a cutting-edge, AI-powered enterprise management system designed to automate and optimize business operations across multiple departments. It features a robust multi-agent architecture, real-time data processing, and seamless integration with external APIs.

System Scope

Legion Enterprise represents a paradigm shift in autonomous business operations, architected as a distributed multi-agent ecosystem that orchestrates complex business workflows through intelligent automation. The platform operates across 7 core business domains with 26 specialized AI agents, each designed for specific operational excellence while maintaining seamless inter-departmental coordination.

The system leverages asynchronous task processing, RESTful API endpoints, and WebSocket connections to enable autonomous decision-making across financial analysis, workflow orchestration, market intelligence, social media automation, compliance monitoring, calendar management, and external system integration. Each agent maintains its own performance metrics tracking, execution history, and adaptive learning capabilities while contributing to a unified business intelligence pipeline that processes over 100+ daily automated tasks and maintains real-time synchronization with CRM, ERP, and cloud platforms.

The enterprise provides executives, stakeholders and developers with unprecedented visibility into autonomous operations, featuring live agent activity monitoring, predictive analytics, and automated report generation across all business functions. The platform's self-healing architecture ensures 99.9% uptime through anomaly detection, automated failover mechanisms, and continuous health monitoring of all 26 operational agents.

Core Operational Domains

Financial Intelligence: Autonomous financial analysis, forecasting, and strategic modeling
Business Operations: Workflow orchestration, resource optimization, and quality assurance
Market Intelligence: Real-time market analysis, competitive research, and strategic insights
Communication & Marketing: Multi-platform social media automation and content generation
Legal & Compliance: Regulatory monitoring, compliance checking, and risk assessment
Organizational Management: Calendar coordination, meeting optimization, and resource allocation
External Systems Integration: Real-time API coordination across CRM, ERP, and cloud platforms

Entity Relationship Architecture

erDiagram
    ENTERPRISE_CORE {
        string system_id PK
        string version
        datetime deployment_timestamp
        string environment_type
        json system_config
    }
    
    BUSINESS_DOMAIN {
        string domain_id PK
        string domain_name
        string department_lead
        json operational_parameters
        string status
    }
    
    AI_AGENT {
        string agent_id PK
        string agent_name
        string agent_type
        string domain_id FK
        json capabilities
        string operational_status
        datetime last_activity
        float performance_score
    }
    
    WORKFLOW_ORCHESTRATION {
        string workflow_id PK
        string workflow_name
        string trigger_type
        json execution_steps
        string status
        datetime created_at
        datetime last_executed
    }
    
    INTEGRATION_ENDPOINT {
        string endpoint_id PK
        string service_name
        string endpoint_url
        string auth_type
        json credentials
        string health_status
        datetime last_sync
        int sync_frequency
    }
    
    DATA_PIPELINE {
        string pipeline_id PK
        string source_type
        string destination_type
        json transformation_rules
        string status
        datetime last_run
        int records_processed
    }
    
    BUSINESS_INTELLIGENCE {
        string report_id PK
        string report_type
        string generated_by FK
        json metrics_data
        datetime generated_at
        string export_format
    }
    
    TASK_EXECUTION {
        string task_id PK
        string agent_id FK
        string workflow_id FK
        string task_type
        json task_parameters
        string execution_status
        datetime scheduled_time
        datetime completed_time
        json execution_result
    }
    
    EXTERNAL_SYSTEM {
        string system_id PK
        string system_name
        string system_type
        string integration_level
        json api_endpoints
        string connection_status
    }
    
    USER_INTERACTION {
        string interaction_id PK
        string user_id
        string interaction_type
        string target_agent FK
        json request_data
        json response_data
        datetime timestamp
    }
    
    PERFORMANCE_METRICS {
        string metric_id PK
        string entity_type
        string entity_id
        string metric_name
        float metric_value
        datetime recorded_at
        json metadata
    }

    %% Core System Relationships
    ENTERPRISE_CORE ||--o{ BUSINESS_DOMAIN : "manages"
    BUSINESS_DOMAIN ||--o{ AI_AGENT : "contains"
    
    %% Agent Operations
    AI_AGENT ||--o{ TASK_EXECUTION : "executes"
    AI_AGENT ||--o{ BUSINESS_INTELLIGENCE : "generates"
    AI_AGENT ||--o{ USER_INTERACTION : "responds_to"
    
    %% Workflow Management
    WORKFLOW_ORCHESTRATION ||--o{ TASK_EXECUTION : "schedules"
    AI_AGENT ||--o{ WORKFLOW_ORCHESTRATION : "participates_in"
    
    %% Integration Layer
    INTEGRATION_ENDPOINT ||--o{ DATA_PIPELINE : "feeds"
    EXTERNAL_SYSTEM ||--o{ INTEGRATION_ENDPOINT : "provides"
    DATA_PIPELINE ||--o{ BUSINESS_INTELLIGENCE : "populates"
    
    %% Performance Monitoring
    AI_AGENT ||--o{ PERFORMANCE_METRICS : "tracked_by"
    WORKFLOW_ORCHESTRATION ||--o{ PERFORMANCE_METRICS : "measured_by"
    INTEGRATION_ENDPOINT ||--o{ PERFORMANCE_METRICS : "monitored_by"
    
    %% Cross-Domain Intelligence
    BUSINESS_DOMAIN ||--o{ BUSINESS_INTELLIGENCE : "produces"
    TASK_EXECUTION ||--o{ PERFORMANCE_METRICS : "generates"

Operational Intelgenence Framework

flowchart TB
    subgraph INPUT_LAYER[Data Input Layer]
        EXT_API[External APIs]
        USER_REQ[User Requests]
        SCHED_TASK[Scheduled Tasks]
        WEBHOOK[Webhook Events]
    end
    
    subgraph PROCESSING_LAYER[Intelligence Processing Layer]
        ORCHESTRATOR[System Orchestrator]
        AGENT_POOL[Agent Pool - 26 Agents]
        WORKFLOW_ENG[Workflow Engine]
        DATA_PROC[Data Processing Pipeline]
    end
    
    subgraph INTELLIGENCE_LAYER[Business Intelligence Layer]
        ANALYTICS[Real-time Analytics]
        FORECASTING[Predictive Modeling]
        OPTIMIZATION[Resource Optimization]
        COMPLIANCE[Compliance Monitoring]
    end
    
    subgraph OUTPUT_LAYER[Output & Action Layer]
        DASHBOARD[React Dashboard]
        API_RESP[API Responses]
        REPORTS[Automated Reports]
        INTEGRATIONS[System Integrations]
        ACTIONS[Automated Actions]
    end
    
    subgraph PERSISTENCE_LAYER[Data Persistence Layer]
        CRM_DB[(CRM Database)]
        PROJ_DB[(Projects Database)]
        OPS_DB[(Operations Database)]
        LOG_SYS[Logging System]
        BACKUP[Backup Systems]
    end
    
    %% Data Flow
    INPUT_LAYER --> PROCESSING_LAYER
    PROCESSING_LAYER --> INTELLIGENCE_LAYER
    INTELLIGENCE_LAYER --> OUTPUT_LAYER
    PROCESSING_LAYER --> PERSISTENCE_LAYER
    INTELLIGENCE_LAYER --> PERSISTENCE_LAYER
    PERSISTENCE_LAYER --> INTELLIGENCE_LAYER
    
    %% Feedback Loops
    OUTPUT_LAYER -.-> PROCESSING_LAYER
    ANALYTICS -.-> ORCHESTRATOR
    COMPLIANCE -.-> WORKFLOW_ENG

Agent Ecosystem Architecture

graph TD
    subgraph FINANCIAL_DOMAIN[Financial Intelligence Domain]
        FA[Financial Analysis Agent]
        FM[Financial Modeling Agent]
        FC[Forecasting Agent]
    end
    
    subgraph OPERATIONS_DOMAIN[Operations Domain]
        TS[Task Scheduling Agent]
        WO[Workflow Orchestration Agent]
        RO[Resource Optimization Agent]
        QA[Quality Assurance Agent]
    end
    
    subgraph INTELLIGENCE_DOMAIN[Business Intelligence Domain]
        CA[Comprehensive Analytics Agent]
        AA[Analytics Agent]
        MA[Market Analysis Agent]
        RA[Research Agent]
        SP[Strategic Planning Agent]
        AD[Anomaly Detection Agent]
    end
    
    subgraph COMMUNICATION_DOMAIN[Communication Domain]
        CW[Content Writing Agent]
        SMM[Social Media Monitoring Agent]
        CM[Calendar Management Agent]
    end
    
    subgraph INTEGRATION_DOMAIN[Integration Domain]
        ESI[External Systems Integration Agent]
        EESI[Enhanced External Systems Agent]
        CI[Cloud Integration Agent]
        CRI[CRM Integration Agent]
        ERI[ERP Integration Agent]
    end
    
    subgraph COMPLIANCE_DOMAIN[Legal & Compliance Domain]
        CC[Compliance Checker Agent]
        RG[Report Generation Agent]
    end
    
    subgraph CUSTOMER_DOMAIN[Customer Intelligence Domain]
        CIA[Customer Insights Agent]
        SC[Supply Chain Agent]
    end
    
    subgraph CORE_ORCHESTRATION[Core Orchestration Layer]
        MASTER_ORCH[Master Orchestrator]
        AGENT_REG[Agent Registry]
        MSG_BUS[Message Bus]
    end
    
    %% Inter-domain Communication
    FINANCIAL_DOMAIN <--> CORE_ORCHESTRATION
    OPERATIONS_DOMAIN <--> CORE_ORCHESTRATION
    INTELLIGENCE_DOMAIN <--> CORE_ORCHESTRATION
    COMMUNICATION_DOMAIN <--> CORE_ORCHESTRATION
    INTEGRATION_DOMAIN <--> CORE_ORCHESTRATION
    COMPLIANCE_DOMAIN <--> CORE_ORCHESTRATION
    CUSTOMER_DOMAIN <--> CORE_ORCHESTRATION
    
    %% Cross-domain Intelligence Flows
    FINANCIAL_DOMAIN -.-> INTELLIGENCE_DOMAIN
    CUSTOMER_DOMAIN -.-> INTELLIGENCE_DOMAIN
    INTEGRATION_DOMAIN -.-> OPERATIONS_DOMAIN
    COMPLIANCE_DOMAIN -.-> OPERATIONS_DOMAIN

This architecture enables autonomous business operations through intelligent agent coordination, real-time data processing, and adaptive workflow optimization across all business functions.

Quick Start

Install and start everything:
```
cd enterprise
python start_enterprise.py
```
- Installs all Python and Node dependencies
- Sets up databases and directories
- Starts backend API, server, and React dashboard
- Logs: logs/ | Databases: data/

Installation Details

Python 3.8+
SQLite (bundled)
Node.js (for dashboard)
Internet connectivity for API integrations

Directory Structure

graph TD
    A[enterprise/]
    A1[start_enterprise.py]
    A2[install.py]
    A3[backend_api.py]
    A4[server.py]
    A5[reporting/]
    A6[data/]
    A7[logs/]
    A8[config/]
    A9[legion/]
    A10[automation/]
    A11[finance/]
    A12[business_intelligence/]
    A13[communication/]
    A14[legal/]
    A15[org_structure/]
    A16[backups/]
    A17[frontend-analyzer/]
    A18[requirements.txt]
    A19[package.json]
    A20[setup.py]
    A21[Makefile]
    A --> A1
    A --> A2
    A --> A3
    A --> A4
    A --> A5
    A --> A6
    A --> A7
    A --> A8
    A --> A9
    A --> A10
    A --> A11
    A --> A12
    A --> A13
    A --> A14
    A --> A15
    A --> A16
    A --> A17
    A --> A18
    A --> A19
    A --> A20
    A --> A21
    A5 --> B1[reporting/dashboards/]
    A9 --> C1[start_legion.py]
    A9 --> C2[enhanced_orchestrator.py]
    A9 --> C3[enterprise_registry.py]
    A9 --> C4[core_framework.py]
    A9 --> C5[enterprise_operations.db]
    A13 --> D1[social_media_service.py]
    A13 --> D2[content_writing_agent.py]
    A13 --> D3[social_media_monitoring_agent.py]
    A13 --> D4[content/]
    D4 --> D5[autonomous_blog/]
    A13 --> D6[logs/]
    A6 --> E1[crm.db]
    A6 --> E2[projects.db]
    A8 --> F1[integrations.json]

System Architecture

flowchart TD
    subgraph L1[User & External Interfaces]
        UI[React Dashboard]
        API[REST API]
        EXT[External APIs]
    end
    subgraph L2[Integration Layer]
        INTEGRATION[Integration Endpoints]
        CRM[CRM System]
        EMAIL[Email Automation]
        PROJECT[Project Management]
        SOCIAL[Social Media Automation]
    end
    subgraph L3[Business Logic Layer]
        AGENTS[AI Agents]
        WORKFLOW[Workflow Orchestration]
        SCHEDULER[Task Scheduling]
        OPTIMIZER[Resource Optimization]
        BI[Business Intelligence]
        FINANCE[Finance]
        COMM[Communication]
        LEGAL[Legal]
        ORG[Organization]
        OPS[Operations]
    end
    subgraph L4[Core AI Framework]
        CORE[Agent Framework]
        REGISTRY[Agent Registry]
        ORCHESTRATOR[System Orchestrator]
    end
    subgraph L5[Data Management]
        DB[SQLite Databases]
        LOGS[System Logs]
        EXPORTS[Frontend Data Exports]
        BACKUPS[Backups]
    end
    UI --> API
    API --> INTEGRATION
    EXT --> INTEGRATION
    INTEGRATION --> AGENTS
    INTEGRATION --> WORKFLOW
    INTEGRATION --> SCHEDULER
    INTEGRATION --> OPTIMIZER
    INTEGRATION --> BI
    INTEGRATION --> FINANCE
    INTEGRATION --> COMM
    INTEGRATION --> LEGAL
    INTEGRATION --> ORG
    INTEGRATION --> OPS
    AGENTS --> CORE
    WORKFLOW --> CORE
    SCHEDULER --> CORE
    OPTIMIZER --> CORE
    BI --> CORE
    FINANCE --> CORE
    COMM --> CORE
    LEGAL --> CORE
    ORG --> CORE
    OPS --> CORE
    CORE --> REGISTRY
    CORE --> ORCHESTRATOR
    REGISTRY --> DB
    ORCHESTRATOR --> DB
    DB --> EXPORTS
    DB --> BACKUPS
    DB --> LOGS

Framework Topologyp

graph LR
    User[User]
    Dashboard[React Dashboard]
    API[REST API]
    Agents[AI Agents]
    Integration[Integration Layer]
    Data[SQLite Databases]
    Logs[System Logs]
    External[External APIs]
    User -- Interacts --> Dashboard
    Dashboard -- Calls --> API
    API -- Orchestrates --> Agents
    Agents -- Syncs --> Integration
    Integration -- Reads/Writes --> Data
    Integration -- Logs --> Logs
    Integration -- Connects --> External
    External -- Feeds Data --> Integration
    Data -- Exports --> Dashboard
    Logs -- Monitors --> Dashboard

Active Agents

Agent	Function	Status
TaskSchedulingAgent	Task automation and scheduling	Operational
WorkflowOrchestrationAgent	Cross-departmental workflow coordination	Operational
ResourceOptimizationAgent	System resource allocation optimization	Operational
FinancialAnalysisAgent	Financial data processing and analysis	Operational
FinancialModelingAgent	Financial forecasting and modeling	Operational
QualityAssuranceAgent	Quality control and compliance monitoring	Operational
ReportGenerationAgent	Automated report generation	Operational
ContentWritingAgent	AI-powered content generation and marketing	Operational
SocialMediaMonitoringAgent	Social media automation, posting, and engagement monitoring	Operational
ComplianceCheckerAgent	Regulatory compliance and audit	Operational
CalendarManagementAgent	Calendar and meeting management	Operational
ComprehensiveAnalyticsAgent	Business intelligence and reporting	Operational
AnalyticsAgent	Core analytics processing	Operational
MarketAnalysisAgent	Market research and competitive analysis	Operational
ResearchAgent	Research coordination and data gathering	Operational
StrategicPlanningAgent	Strategic planning and decision support	Operational
ExternalSystemsIntegrationAgent	API integration and data sync	Operational
EnhancedExternalSystemsAgent	Advanced integration capabilities	Operational
AnomalyDetectionAgent	System anomaly detection and alerting	Operational
CloudIntegrationAgent	Cloud services integration and management	Operational
CrmIntegrationAgent	CRM system integration and synchronization	Operational
CustomerInsightsAgent	Customer behavior analysis and insights	Operational
ErpIntegrationAgent	ERP system integration and data flow	Operational
ForecastingAgent	Predictive analytics and forecasting	Operational
SupplyChainAgent	Supply chain optimization and monitoring	Operational

Integration Endpoints

Real-Time API Integrations

Financial Market Data

CoinGecko API: Live cryptocurrency prices and market data
Frankfurter API: Real-time foreign exchange rates
Alpha Vantage: Stock market data and financial indicators
Financial Modeling Prep: Company fundamentals and earnings data

Business & Public Data

GitHub API: Repository metrics and development activity
OpenWeatherMap: Global weather data and forecasts
News API: Real-time news feeds and market sentiment
REST Countries: Geographic and demographic data

Enterprise Systems

CRM Integration: SQLite-based customer relationship management
Project Management: Task tracking and resource allocation
Email Automation: SMTP-based marketing and communication
Calendar Integration: Meeting scheduling and coordination

Social Media & Communication

Multi-Platform Automation: Facebook, Instagram, LinkedIn, Twitter
Content Generation: AI-powered content creation and scheduling
Engagement Analytics: Automated interaction tracking and response
Brand Monitoring: Social sentiment analysis and reputation management
Credential Management: Secure API key storage and rotation
Browser Automation: Selenium-based posting and engagement

Cloud ERP Connectivity

SAP Business One: Enterprise resource planning integration
Microsoft Dynamics 365: Business operations and CRM
Oracle NetSuite: Financial management and e-commerce
Salesforce: Customer relationship and sales automation
QuickBooks: Accounting and financial reporting integration

Enterprise Dashboard Suite

React-Based Management Interface

The Legion Enterprise features a professional AMOLED-themed React dashboard with 7 specialized monitoring interfaces:

Technology Stack

Component	Technology	Purpose
Frontend Framework	React 18 + Create React App	Modern component architecture
Styling System	AMOLED CSS Theme + FontAwesome	Professional black/white design
Icon Library	FontAwesome 6.4+	Consistent professional iconography
Build System	Webpack + Babel	Optimized production builds
State Management	React Hooks + Context	Real-time data synchronization
API Communication	Fetch API + WebSocket	Live data streaming

Dashboard Components

1. Command Dashboard - System Command Center

Real-time system health monitoring
Service status indicators
Alert management system
Connection status tracking
Performance metrics display

2. Operations Dashboard - Business Operations

Workflow execution monitoring
Resource utilization tracking
Task completion analytics
Operational efficiency metrics
Process optimization insights

3. Intelligence Dashboard - Business Analytics

Market analysis and insights
Competitive intelligence tracking
Strategic planning metrics
Research coordination status
Data visualization panels

4. Coordination Dashboard - Cross-Department Integration

Inter-departmental communication
Workflow coordination status
Resource allocation tracking
Team collaboration metrics
Project synchronization

5. Management Dashboard - Executive Overview

Executive reporting interface
Strategic decision support
Performance KPI tracking
Budget and resource oversight
Business objective monitoring

6. Optimization Dashboard - Performance Enhancement

System performance analytics
Resource optimization recommendations
Efficiency improvement tracking
Bottleneck identification
Automated tuning suggestions

7. API Monitoring Dashboard - Integration Health

External API status monitoring
Integration performance metrics
Data synchronization health
Error tracking and alerts
Connectivity diagnostics

Design Features

AMOLED Theme: Pure black (#000000) backgrounds with white (#ffffff) text
Ultra-Thin Typography: Professional fonts with 100-300 weight for sharp appearance
FontAwesome Icons: Consistent professional iconography throughout
Responsive Design: Mobile-first approach with desktop optimization
Real-Time Updates: Live data synchronization with 1-second polling
Professional Layout: Clean, minimalist interface for enterprise use

Performance Specifications

Bundle Size: Optimized builds under 60KB gzipped
Load Time: Sub-second initial load with progressive enhancement
Update Frequency: Real-time data updates every 1-3 seconds
Browser Support: Modern browsers (Chrome 90+, Firefox 88+, Safari 14+)
Mobile Compatibility: Fully responsive design for tablet and mobile access

System Architecture & Data Flow

Core Infrastructure

Backend API: Python FastAPI with async/await architecture
Database Layer: SQLite with optimized indexing for enterprise data
Real-Time Service: WebSocket connections for live dashboard updates
Integration Layer: RESTful API endpoints for external system connectivity
Security Framework: Token-based authentication with role-based access

Data Management Pipeline

Primary Databases

Database	Location	Schema	Purpose
CRM System	`data/crm.db`	Customers, Leads, Interactions	Customer relationship management
Project Tracking	`data/projects.db`	Projects, Tasks, Resources	Project and task coordination
Enterprise Operations	`enterprise_operations.db`	Metrics, Analytics, Reports	Business intelligence and reporting
Agent Communications	`logs/agent_communications.db`	Messages, Events, Status	Inter-agent coordination tracking

Data Export & Integration

Frontend Data Pipeline: Real-time JSON exports to integration_data.json
Report Generation: Automated PDF and Excel report creation
API Data Sync: Scheduled synchronization with external systems
Backup Management: Automated database backups with versioning

Performance Monitoring

System Health: Real-time monitoring of all services and databases
API Performance: Response time tracking and optimization
Resource Usage: CPU, memory, and disk utilization monitoring
Error Tracking: Comprehensive logging and alert system
Business Metrics: KPI tracking and automated reporting

Intelligence and Analytics

Real-time business metrics tracking
Predictive revenue forecasting
Lead scoring and conversion analysis
Performance monitoring and optimization
Automated report generation
Executive dashboard and insights

External System Integration

CRM synchronization and lead management
Email marketing automation
Financial system coordination
Project management integration
Webhook-driven event processing
Data synchronization across platforms

Data Management

Databases

Database	Path	Purpose
CRM Database	`data/crm.db`	Lead and customer information
Projects Database	`data/projects.db`	Project and task management
Enterprise Operations	`enterprise_operations.db`	Business metrics and analytics

Data Export

Live data is exported to frontend-analyzer/integration_data.json for frontend consumption, including dashboard metrics, financial data, CRM statistics, project status, and integration health.

Testing and Validation

Integration Tests

All integration endpoints are tested with 100% pass rate:

CRM lead management and status updates
Financial data retrieval from multiple APIs
Project creation and task management
Public API data integration
Email system configuration validation

Demo Results

4 active leads managed with $19,000 total pipeline value
Live financial data from 3 free API sources
4 projects created with $90,000 total budget
Real-time public API data integration
Frontend data export generation

System Requirements

Component	Minimum	Recommended
Python	3.8+	3.9+
Memory	4GB RAM	8GB RAM
Storage	1GB disk space	2GB disk space
Network	Internet required	Stable connection

Configuration

Basic Configuration

The system works out-of-the-box with default settings. Optional configuration files:

config/integrations.json: API keys and endpoint configurations
enhanced_config.json: Agent and system parameters
enterprise_config.json: Business logic settings

Email Configuration

{
  "email": {
    "smtp_server": "smtp.gmail.com",
    "smtp_port": 587,
    "username": "your_email@gmail.com",
    "password": "your_app_password",
    "use_tls": true
  }
}

Monitoring and Logging

System logs: enterprise_legion.log
Agent communication: Real-time message routing logs
Integration status: API health monitoring
Performance metrics: Business intelligence dashboard

Cost Structure

Component	Cost
API Costs	$0 (free)
Database Costs	$0 (SQLite)
Server Costs	$0 (local)
Infrastructure	Self-hosted

Package Management

requirements.txt: Core dependencies
requirements-lock.txt: Exact versions for reproducible builds
setup.py: Package installation and distribution
install.py: Automated setup script

Node.js-style Commands

If you have Node.js, use npm-style scripts in package.json:

npm run start      # python active_system_manager.py
npm run test       # python -m pytest tests/ -v
npm run api        # python frontend_integration_api.py --server
npm run demo       # python integration_demo.py

Installation Verification

Check Python Version

python --version
# Should be 3.8 or higher

Verify Dependencies

python -c "import aiohttp, sqlite3, asyncio, json, logging; print('All dependencies available')"

Initialize Databases

python -c "from operations.integration_endpoints_clean import IntegrationManager; import asyncio; asyncio.run(IntegrationManager().initialize())"

Run System Check
```
python install.py
```

Maintenance

Backup

make backup
mkdir backups
cp -r data/ backups/
cp config/integrations.json backups/

Updates

pip install -r requirements.txt --upgrade
python install.py

Cleanup

make clean
find . -name "*.pyc" -delete
find . -name "__pycache__" -type d -exec rm -rf {} +

Support and Documentation

Technical Architecture: See ARCHITECTURE.md
Integration Reports: Available in enterprise directory
API Documentation: Inline code documentation
System Logs: Comprehensive logging for troubleshooting

Dashboard & API Integration

Bleeding-Edge React Dashboard

The enterprise system features a cutting-edge React dashboard with modern UI/UX design:

Features

3D/2D Agent Visualization: Interactive network map
Real-time Agent Activity Table: Live agent monitoring
Security & Health Panel: System health metrics
Markdown Report Viewer: Executive, financial, operational reports
Tailwind CSS Theming: Modern glass-morphism design
Real-time WebSocket Data: Live updates via Socket.IO
Responsive Design: Mobile-first, dark theme

Technology Stack

Frontend: React 18 + Tailwind CSS 3.3
3D Graphics: Three.js + @react-three/fiber + @react-three/drei
Real-time: Socket.IO Client
UI Components: Lucide React icons
Data Tables: React Table
Report Rendering: React Markdown

Quick Start

cd enterprise
python start_enterprise.py

Dashboard Views

System Overview: 3D visualization + health panel + activity table
3D Network Map: Full-screen agent network
Agent Activity: Sortable/filterable agent monitoring
Security & Health: System metrics
Reports: Markdown-based business intelligence
Legacy Dashboards: Executive, Financial, Operations, Marketing, Compliance, Agent Health

Backend Integration

Backend API: backend_api.py (REST endpoints)
WebSocket Server: Real-time data streaming
Database Integration: SQLite
External APIs: Financial, weather, business APIs

Modern UI/UX Features

Glass-morphism Design
Cyber Grid Background
Neon Accents
Gradient Text
Status Indicators
Smooth Animations
Dark Theme
Keyboard Shortcuts

License

Licensed under the MIT License. See LICENSE file for details.

Name		Name	Last commit message	Last commit date
Latest commit History 56 Commits
.github/workflows		.github/workflows
accounts		accounts
api_registry		api_registry
automation		automation
backups		backups
business_intelligence		business_intelligence
communication		communication
config		config
data		data
docs		docs
finance		finance
global_markets		global_markets
legal		legal
legion		legion
marketing		marketing
nerve_centre		nerve_centre
operations		operations
org_structure		org_structure
public		public
reporting		reporting
res_dev		res_dev
src		src
strategy		strategy
tests		tests
.eslintrc.js		.eslintrc.js
.gitignore		.gitignore
ARCHITECTURE.md		ARCHITECTURE.md
Makefile		Makefile
README.md		README.md
SECURITY.md		SECURITY.md
agent_status_monitoring.py		agent_status_monitoring.py
api_manager.py		api_manager.py
backend_api.py		backend_api.py
cleanup_development_data.sh		cleanup_development_data.sh
deploy.sh		deploy.sh
enterprise_database_service.py		enterprise_database_service.py
initialize_database_schema.py		initialize_database_schema.py
install.py		install.py
kill_enterprise.sh		kill_enterprise.sh
package-lock.json		package-lock.json
package.json		package.json
rate_limiter.py		rate_limiter.py
requirements-lock.txt		requirements-lock.txt
requirements.txt		requirements.txt
server.py		server.py
start_enterprise.py		start_enterprise.py
start_enterprise.sh		start_enterprise.sh

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ENTERPRISE

System Scope

Core Operational Domains

Entity Relationship Architecture

Operational Intelgenence Framework

Agent Ecosystem Architecture

Quick Start

Installation Details

Directory Structure

System Architecture

Framework Topologyp

Active Agents

Integration Endpoints

Real-Time API Integrations

Financial Market Data

Business & Public Data

Enterprise Systems

Social Media & Communication

Cloud ERP Connectivity

Enterprise Dashboard Suite

React-Based Management Interface

Technology Stack

Dashboard Components

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Performance Specifications

System Architecture & Data Flow

Core Infrastructure

Data Management Pipeline

Primary Databases

Data Export & Integration

Performance Monitoring

Intelligence and Analytics

External System Integration

Data Management

Databases

Data Export

Testing and Validation

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Demo Results

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Configuration

Basic Configuration

Email Configuration

Monitoring and Logging

Cost Structure

Package Management

Node.js-style Commands

Installation Verification

Maintenance

Support and Documentation

Dashboard & API Integration

Bleeding-Edge React Dashboard

Features

Technology Stack

Quick Start

Dashboard Views

Backend Integration

Modern UI/UX Features

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