diff --git a/.gitignore b/.gitignore
index b0a8cbc79502..2e0b7c6de3a1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -25,6 +25,7 @@ build-*/
 # Local-only config options
 configured.bazelrc
 user.bazelrc
+version_info.json
 
 # Dear ImGui Ini files
 imgui.ini
diff --git a/CMakeLists.txt b/CMakeLists.txt
index 040f8630c83d..f3e65d41bc76 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -54,6 +54,11 @@ set(IREE_HAL_DRIVERS_TO_BUILD "all"
 set(IREE_TARGET_BACKENDS_TO_BUILD "all"
   CACHE STRING "Semicolon-separated list of target backends to build, or \"all\".")
 
+# Properties controlling version and naming of release artifacts.
+set(IREE_RELEASE_PACKAGE_SUFFIX "-dev" CACHE STRING "Suffix to append to distributed package names")
+set(IREE_RELEASE_VERSION "0.1a1" CACHE STRING "Version to embed in distributed packages")
+set(IREE_RELEASE_REVISION "HEAD" CACHE STRING "Version control revision information to embed in distributed packages")
+
 # Master enable for tensorflow build support.
 # Note that this is a normal CMake variable used to gate build features (not
 # a cache variable that is user-settable).
diff --git a/bindings/python/CMakeLists.txt b/bindings/python/CMakeLists.txt
index 20e193c19202..b27f1ada28b8 100644
--- a/bindings/python/CMakeLists.txt
+++ b/bindings/python/CMakeLists.txt
@@ -18,8 +18,6 @@ set(PYBIND_COPTS "-fexceptions")
 set(PYBIND_EXTENSION_COPTS "-fvisibility=hidden")
 
 # Generated setup scripts.
-# TODO: Make the version configurable.
-set(IREE_PYTHON_VERSION "0.1a1")
 configure_file(setup.py setup.py COPYONLY)
 configure_file(setup_tools_tf.py.in setup_tools_tf.py)
 
diff --git a/bindings/python/pyiree/compiler2/CMakeLists.txt b/bindings/python/pyiree/compiler2/CMakeLists.txt
index 05a064b093ca..e48400f44114 100644
--- a/bindings/python/pyiree/compiler2/CMakeLists.txt
+++ b/bindings/python/pyiree/compiler2/CMakeLists.txt
@@ -26,17 +26,26 @@ iree_py_library(
 
 # Installation.
 configure_file(setup.py.in setup.py)
+configure_file(version.py.in version.py)
 
 set(_install_component IreePythonCompiler)
 set(_install_package_dir "${CMAKE_INSTALL_PREFIX}/python_packages/iree_compiler")
 set(_install_destination "${_install_package_dir}/pyiree/compiler2")
 
 install(
-  FILES ${CMAKE_CURRENT_BINARY_DIR}/setup.py
+  FILES
+    ${CMAKE_CURRENT_BINARY_DIR}/setup.py
   COMPONENT ${_install_component}
   DESTINATION "${_install_package_dir}"
 )
 
+install(
+  FILES
+    ${CMAKE_CURRENT_BINARY_DIR}/version.py
+  COMPONENT ${_install_component}
+  DESTINATION "${_install_destination}"
+)
+
 install(
   DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}/
   COMPONENT ${_install_component}
diff --git a/bindings/python/pyiree/compiler2/setup.py.in b/bindings/python/pyiree/compiler2/setup.py.in
index 5c7c8149f444..25262f158d84 100644
--- a/bindings/python/pyiree/compiler2/setup.py.in
+++ b/bindings/python/pyiree/compiler2/setup.py.in
@@ -95,8 +95,8 @@ except ImportError:
   bdist_wheel = None
 
 setup(
-    name="iree-compiler@IREE_PYTHON_PACKAGE_SUFFIX@",
-    version="@IREE_PYTHON_VERSION@",
+    name="iree-compiler@IREE_RELEASE_PACKAGE_SUFFIX@",
+    version="@IREE_RELEASE_VERSION@",
     author="The IREE Team",
     author_email="iree-discuss@googlegroups.com",
     license="Apache",
diff --git a/bindings/python/pyiree/compiler2/version.py.in b/bindings/python/pyiree/compiler2/version.py.in
new file mode 100644
index 000000000000..e932b2fa962b
--- /dev/null
+++ b/bindings/python/pyiree/compiler2/version.py.in
@@ -0,0 +1,17 @@
+# Copyright 2020 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+PACKAGE_SUFFIX = "@IREE_RELEASE_PACKAGE_SUFFIX@"
+VERSION = "@IREE_RELEASE_VERSION@"
+REVISION = "@IREE_RELEASE_REVISION@"
diff --git a/bindings/python/pyiree/rt/CMakeLists.txt b/bindings/python/pyiree/rt/CMakeLists.txt
index a18c907c5849..af3135f881a0 100644
--- a/bindings/python/pyiree/rt/CMakeLists.txt
+++ b/bindings/python/pyiree/rt/CMakeLists.txt
@@ -93,17 +93,26 @@ iree_py_test(
 
 # Installation.
 configure_file(setup.py.in setup.py)
+configure_file(version.py.in version.py)
 
 set(_install_component IreePythonRt)
 set(_install_package_dir "${CMAKE_INSTALL_PREFIX}/python_packages/iree_rt")
 set(_install_destination "${_install_package_dir}/pyiree/rt")
 
 install(
-  FILES ${CMAKE_CURRENT_BINARY_DIR}/setup.py
+  FILES
+    ${CMAKE_CURRENT_BINARY_DIR}/setup.py
   COMPONENT ${_install_component}
   DESTINATION "${_install_package_dir}"
 )
 
+install(
+  FILES
+    ${CMAKE_CURRENT_BINARY_DIR}/version.py
+  COMPONENT ${_install_component}
+  DESTINATION "${_install_destination}"
+)
+
 install(
   TARGETS bindings_python_pyiree_rt_PyExtRt
   COMPONENT ${_install_component}
diff --git a/bindings/python/pyiree/rt/setup.py.in b/bindings/python/pyiree/rt/setup.py.in
index f61380f4c9bd..b0b9cf43c147 100644
--- a/bindings/python/pyiree/rt/setup.py.in
+++ b/bindings/python/pyiree/rt/setup.py.in
@@ -27,8 +27,8 @@ with the hardware-abstraction-layer.
 """
 
 setup(
-    name="iree-runtime@IREE_PYTHON_PACKAGE_SUFFIX@",
-    version="@IREE_PYTHON_VERSION@",
+    name="iree-runtime@IREE_RELEASE_PACKAGE_SUFFIX@",
+    version="@IREE_RELEASE_VERSION@",
     author="The IREE Team",
     author_email="iree-discuss@googlegroups.com",
     license="Apache",
diff --git a/bindings/python/pyiree/rt/version.py.in b/bindings/python/pyiree/rt/version.py.in
new file mode 100644
index 000000000000..e932b2fa962b
--- /dev/null
+++ b/bindings/python/pyiree/rt/version.py.in
@@ -0,0 +1,17 @@
+# Copyright 2020 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+PACKAGE_SUFFIX = "@IREE_RELEASE_PACKAGE_SUFFIX@"
+VERSION = "@IREE_RELEASE_VERSION@"
+REVISION = "@IREE_RELEASE_REVISION@"
diff --git a/build_tools/cmake/cmake_ci.py b/build_tools/cmake/cmake_ci.py
index e98743bd7e97..10f18e365ea2 100644
--- a/build_tools/cmake/cmake_ci.py
+++ b/build_tools/cmake/cmake_ci.py
@@ -103,6 +103,7 @@ def use_tool_path(toolname, varname=None):
 cmake_command_prefix = [use_cmake]
 cmake_environ = os.environ
 
+
 def cmake_commandline(args):
   return cmake_command_prefix + args
 
@@ -133,13 +134,14 @@ def compute_vcvars_environ():
     vcvars_all = os.path.join(vs_install_path, 'VC', 'Auxiliary', 'Build',
                               'vcvarsall.bat')
     vcvars_arch = get_setting('VCVARS_ARCH', 'x64')
-    with tempfile.NamedTemporaryFile(mode='wt', delete=False, suffix='.cmd') as f:
+    with tempfile.NamedTemporaryFile(mode='wt', delete=False,
+                                     suffix='.cmd') as f:
       f.write('@echo off\n')
       f.write(f'call "{vcvars_all}" {vcvars_arch} > NUL\n')
       f.write('set\n')
     try:
-      env_vars = subprocess.check_output(
-          ["cmd", "/c", f.name]).decode('utf-8').splitlines()
+      env_vars = subprocess.check_output(["cmd", "/c",
+                                          f.name]).decode('utf-8').splitlines()
     finally:
       os.unlink(f.name)
 
@@ -149,7 +151,7 @@ def compute_vcvars_environ():
       cmake_environ[name] = value
     if 'VCINSTALLDIR' not in cmake_environ:
       report('vcvars environment did not include VCINSTALLDIR:\n',
-          cmake_environ)
+             cmake_environ)
     return cmake_environ
 
   cmake_environ = compute_vcvars_environ()
@@ -196,6 +198,9 @@ def load_version_info():
       f'-S{repo_root}',
       f'-DPython3_EXECUTABLE:FILEPATH={sys.executable}',
       f'-DPython3_INCLUDE_DIR:PATH={sysconfig.get_path("include")}',
+      f'-DIREE_RELEASE_PACKAGE_SUFFIX:STRING={version_info.get("package-suffix") or "-dev"}',
+      f'-DIREE_RELEASE_VERSION:STRING={version_info.get("package-version") or "0.0.1a1"}',
+      f'-DIREE_RELEASE_REVISION:STRING={version_info.get("iree-revision") or "HEAD"}',
   ]
 
   ### HACK: Add a Python3_LIBRARY because cmake needs it, but it legitimately