diff --git a/CHANGELOG.md b/CHANGELOG.md
index 63dc0302..c9395915 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,6 @@
 # Changelog
 
 ## Unreleased
-
+- Added OpenTelemetry Distro and Configurator
+    ([#187](https://github.com/microsoft/ApplicationInsights-Python/pull/187))
 - Initial commit
\ No newline at end of file
diff --git a/setup.cfg b/setup.cfg
index 22d26402..2f07471b 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -32,7 +32,14 @@ packages=find_namespace:
 zip_safe = False
 include_package_data = True
 install_requires =
-    azure-monitor-opentelemetry-exporter == 1.0.0b6
+    azure-monitor-opentelemetry-exporter == 1.0.0b7
+    opentelemetry-instrumentation == 0.32b0
 
 [options.packages.find]
 where = src
+
+[options.entry_points]
+opentelemetry_distro =
+    azure_monitor_opentelemetry_distro = azure.monitor.opentelemetry.distro.distro:AzureMonitorDistro
+opentelemetry_configurator =
+    azure_monitor_opentelemetry_configurator = azure.monitor.opentelemetry.distro.configurator:AzureMonitorConfigurator
diff --git a/src/azure/monitor/opentelemetry/distro/configurator.py b/src/azure/monitor/opentelemetry/distro/configurator.py
new file mode 100644
index 00000000..1cc545f4
--- /dev/null
+++ b/src/azure/monitor/opentelemetry/distro/configurator.py
@@ -0,0 +1,11 @@
+# -------------------------------------------------------------------------
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See License in the project root for
+# license information.
+# --------------------------------------------------------------------------
+
+from opentelemetry.sdk._configuration import _OTelSDKConfigurator
+
+
+class AzureMonitorConfigurator(_OTelSDKConfigurator):
+    pass
diff --git a/src/azure/monitor/opentelemetry/distro/distro.py b/src/azure/monitor/opentelemetry/distro/distro.py
new file mode 100644
index 00000000..dddc3518
--- /dev/null
+++ b/src/azure/monitor/opentelemetry/distro/distro.py
@@ -0,0 +1,21 @@
+# -------------------------------------------------------------------------
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See License in the project root for
+# license information.
+# --------------------------------------------------------------------------
+
+from os import environ
+
+from opentelemetry.environment_variables import (OTEL_METRICS_EXPORTER,
+                                                 OTEL_TRACES_EXPORTER)
+from opentelemetry.instrumentation.distro import BaseDistro
+
+
+class AzureMonitorDistro(BaseDistro):
+    def _configure(self, **kwargs):
+        # TODO: Uncomment when logging is out of preview
+        # environ.setdefault(OTEL_LOGS_EXPORTER, "azure_monitor_opentelemetry_exporter")
+        environ.setdefault(
+            OTEL_METRICS_EXPORTER, "azure_monitor_opentelemetry_exporter"
+        )
+        environ.setdefault(OTEL_TRACES_EXPORTER, "azure_monitor_opentelemetry_exporter")
diff --git a/test-requirements.txt b/test-requirements.txt
index 31db64ad..e079f8a6 100644
--- a/test-requirements.txt
+++ b/test-requirements.txt
@@ -1,2 +1 @@
 pytest
-azure-monitor-opentelemetry-exporter
diff --git a/tox.ini b/tox.ini
index 52f99c31..473372d0 100644
--- a/tox.ini
+++ b/tox.ini
@@ -18,6 +18,9 @@ recreate = True
 deps =
   -r lint-requirements.txt
 
+commands_pre = 
+  python -m pip install -e {toxinidir}
+
 commands =
   black src
   isort --recursive src