diff --git a/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/_client_manager.py b/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/_client_manager.py
index d60e65cd32e4..e9ae3b3b65f7 100644
--- a/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/_client_manager.py
+++ b/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/_client_manager.py
@@ -163,21 +163,27 @@ def load_feature_flags(
         loaded_feature_flags = []
         # Needs to be removed unknown keyword argument for list_configuration_settings
         kwargs.pop("sentinel_keys", None)
+        endpoint = self._client._impl._config.endpoint  # pylint: disable=protected-access
         filters_used: Dict[str, bool] = {}
         for select in feature_flag_selectors:
             feature_flags = self._client.list_configuration_settings(
                 key_filter=FEATURE_FLAG_PREFIX + select.key_filter, label_filter=select.label_filter, **kwargs
             )
             for feature_flag in feature_flags:
-                loaded_feature_flags.append(json.loads(feature_flag.value))
                 if not isinstance(feature_flag, FeatureFlagConfigurationSetting):
                     # If the feature flag is not a FeatureFlagConfigurationSetting, it means it was selected by
                     # mistake, so we should ignore it.
                     continue
 
+                feature_flag_value = json.loads(feature_flag.value)
+
+                self._feature_flag_telemetry(endpoint, feature_flag, feature_flag_value)
+                self._feature_flag_appconfig_telemetry(feature_flag, filters_used)
+
+                loaded_feature_flags.append(feature_flag_value)
+
                 if feature_flag_refresh_enabled:
                     feature_flag_sentinel_keys[(feature_flag.key, feature_flag.label)] = feature_flag.etag
-                self._feature_flag_telemetry(feature_flag, filters_used)
         return loaded_feature_flags, feature_flag_sentinel_keys, filters_used
 
     @distributed_trace
diff --git a/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/_client_manager_base.py b/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/_client_manager_base.py
index 72704f759050..cf7870a4681f 100644
--- a/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/_client_manager_base.py
+++ b/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/_client_manager_base.py
@@ -5,6 +5,8 @@
 # -------------------------------------------------------------------------
 import time
 import random
+import hashlib
+import base64
 from dataclasses import dataclass
 from typing import Dict, List
 from azure.appconfiguration import (  # type:ignore # pylint:disable=no-name-in-module
@@ -18,6 +20,11 @@
     PERCENTAGE_FILTER_KEY,
     TIME_WINDOW_FILTER_KEY,
     TARGETING_FILTER_KEY,
+    TELEMETRY_KEY,
+    METADATA_KEY,
+    ETAG_KEY,
+    FEATURE_FLAG_REFERENCE_KEY,
+    FEATURE_FLAG_ID_KEY,
 )
 
 FALLBACK_CLIENT_REFRESH_EXPIRED_INTERVAL = 3600  # 1 hour in seconds
@@ -28,7 +35,37 @@
 class _ConfigurationClientWrapperBase:
     endpoint: str
 
-    def _feature_flag_telemetry(self, feature_flag: FeatureFlagConfigurationSetting, filters_used: Dict[str, bool]):
+    @staticmethod
+    def _calculate_feature_id(key, label):
+        basic_value = f"{key}\n"
+        if label and not label.isspace():
+            basic_value += f"{label}"
+        feature_flag_id_hash_bytes = hashlib.sha256(basic_value.encode()).digest()
+        encoded_flag = base64.b64encode(feature_flag_id_hash_bytes)
+        encoded_flag = encoded_flag.replace(b"+", b"-").replace(b"/", b"_")
+        return encoded_flag[: encoded_flag.find(b"=")]
+
+    def _feature_flag_telemetry(
+        self, endpoint: str, feature_flag: FeatureFlagConfigurationSetting, feature_flag_value: Dict
+    ):
+        if TELEMETRY_KEY in feature_flag_value:
+            if METADATA_KEY not in feature_flag_value[TELEMETRY_KEY]:
+                feature_flag_value[TELEMETRY_KEY][METADATA_KEY] = {}
+            feature_flag_value[TELEMETRY_KEY][METADATA_KEY][ETAG_KEY] = feature_flag.etag
+
+            if not endpoint.endswith("/"):
+                endpoint += "/"
+            feature_flag_reference = f"{endpoint}kv/{feature_flag.key}"
+            if feature_flag.label and not feature_flag.label.isspace():
+                feature_flag_reference += f"?label={feature_flag.label}"
+            feature_flag_value[TELEMETRY_KEY][METADATA_KEY][FEATURE_FLAG_REFERENCE_KEY] = feature_flag_reference
+            feature_flag_value[TELEMETRY_KEY][METADATA_KEY][FEATURE_FLAG_ID_KEY] = self._calculate_feature_id(
+                feature_flag.key, feature_flag.label
+            )
+
+    def _feature_flag_appconfig_telemetry(
+        self, feature_flag: FeatureFlagConfigurationSetting, filters_used: Dict[str, bool]
+    ):
         if feature_flag.filters:
             for filter in feature_flag.filters:
                 if filter.get("name") in PERCENTAGE_FILTER_NAMES:
@@ -51,7 +88,7 @@ def __init__(
         replica_discovery_enabled,
         min_backoff_sec,
         max_backoff_sec,
-        **kwargs
+        **kwargs,
     ):
         self._replica_clients: List[_ConfigurationClientWrapperBase] = []
         self._original_endpoint = endpoint
diff --git a/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/_constants.py b/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/_constants.py
index 63777eeec1a8..deece5dde40b 100644
--- a/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/_constants.py
+++ b/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/_constants.py
@@ -17,6 +17,11 @@
 KubernetesEnvironmentVariable = "KUBERNETES_PORT"
 ServiceFabricEnvironmentVariable = "Fabric_NodeName"  # cspell:disable-line
 
+TELEMETRY_KEY = "telemetry"
+METADATA_KEY = "metadata"
+ETAG_KEY = "etag"
+FEATURE_FLAG_REFERENCE_KEY = "feature_flag_reference"
+FEATURE_FLAG_ID_KEY = "feature_flag_id"
 PERCENTAGE_FILTER_NAMES = ["Percentage", "PercentageFilter", "Microsoft.Percentage", "Microsoft.PercentageFilter"]
 TIME_WINDOW_FILTER_NAMES = ["TimeWindow", "TimeWindowFilter", "Microsoft.TimeWindow", "Microsoft.TimeWindowFilter"]
 TARGETING_FILTER_NAMES = ["Targeting", "TargetingFilter", "Microsoft.Targeting", "Microsoft.TargetingFilter"]
diff --git a/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/aio/_async_client_manager.py b/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/aio/_async_client_manager.py
index 966251cda7fb..6ba0fa43d1e9 100644
--- a/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/aio/_async_client_manager.py
+++ b/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/aio/_async_client_manager.py
@@ -165,21 +165,27 @@ async def load_feature_flags(
         loaded_feature_flags = []
         # Needs to be removed unknown keyword argument for list_configuration_settings
         kwargs.pop("sentinel_keys", None)
+        endpoint = self._client._impl._config.endpoint  # pylint: disable=protected-access
         filters_used: Dict[str, bool] = {}
         for select in feature_flag_selectors:
             feature_flags = self._client.list_configuration_settings(
                 key_filter=FEATURE_FLAG_PREFIX + select.key_filter, label_filter=select.label_filter, **kwargs
             )
             async for feature_flag in feature_flags:
-                loaded_feature_flags.append(json.loads(feature_flag.value))
                 if not isinstance(feature_flag, FeatureFlagConfigurationSetting):
                     # If the feature flag is not a FeatureFlagConfigurationSetting, it means it was selected by
                     # mistake, so we should ignore it.
                     continue
 
+                feature_flag_value = json.loads(feature_flag.value)
+
+                self._feature_flag_telemetry(endpoint, feature_flag, feature_flag_value)
+                self._feature_flag_appconfig_telemetry(feature_flag, filters_used)
+
+                loaded_feature_flags.append(feature_flag_value)
+
                 if feature_flag_refresh_enabled:
                     feature_flag_sentinel_keys[(feature_flag.key, feature_flag.label)] = feature_flag.etag
-                self._feature_flag_telemetry(feature_flag, filters_used)
         return loaded_feature_flags, feature_flag_sentinel_keys, filters_used
 
     @distributed_trace
diff --git a/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/aio/_azureappconfigurationproviderasync.py b/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/aio/_azureappconfigurationproviderasync.py
index d084d93e6504..17de89c6f4e5 100644
--- a/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/aio/_azureappconfigurationproviderasync.py
+++ b/sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/aio/_azureappconfigurationproviderasync.py
@@ -71,7 +71,10 @@ async def load(  # pylint: disable=docstring-keyword-should-match-keyword-only
     refresh_interval: int = 30,
     on_refresh_success: Optional[Callable] = None,
     on_refresh_error: Optional[Callable[[Exception], Awaitable[None]]] = None,
-    **kwargs
+    feature_flag_enabled: bool = False,
+    feature_flag_selectors: Optional[List[SettingSelector]] = None,
+    feature_flag_refresh_enabled: bool = False,
+    **kwargs,
 ) -> "AzureAppConfigurationProvider":
     """
     Loads configuration settings from Azure App Configuration into a Python application.
@@ -129,7 +132,7 @@ async def load(  # pylint: disable=docstring-keyword-should-match-keyword-only
     feature_flag_enabled: bool = False,
     feature_flag_selectors: Optional[List[SettingSelector]] = None,
     feature_flag_refresh_enabled: bool = False,
-    **kwargs
+    **kwargs,
 ) -> "AzureAppConfigurationProvider":
     """
     Loads configuration settings from Azure App Configuration into a Python application.
@@ -334,7 +337,7 @@ def __init__(self, **kwargs) -> None:
             replica_discovery_enabled=kwargs.pop("replica_discovery_enabled", True),
             min_backoff_sec=min_backoff,
             max_backoff_sec=max_backoff,
-            **kwargs
+            **kwargs,
         )
         self._dict: Dict[str, Any] = {}
         self._secret_clients: Dict[str, SecretClient] = {}
diff --git a/sdk/appconfiguration/azure-appconfiguration-provider/dev_requirements.txt b/sdk/appconfiguration/azure-appconfiguration-provider/dev_requirements.txt
index 0d90dc7dbabd..f991ec03941f 100644
--- a/sdk/appconfiguration/azure-appconfiguration-provider/dev_requirements.txt
+++ b/sdk/appconfiguration/azure-appconfiguration-provider/dev_requirements.txt
@@ -1,5 +1,5 @@
 -e ../../core/azure-core
-../../appconfiguration/azure-appconfiguration
+-e ../azure-appconfiguration
 -e ../../identity/azure-identity
 -e ../../keyvault/azure-keyvault-secrets
 aiohttp>=3.0
diff --git a/sdk/appconfiguration/azure-appconfiguration-provider/samples/async_aad_sample.py b/sdk/appconfiguration/azure-appconfiguration-provider/samples/async_aad_sample.py
index 59af883f55a8..61c51dc50ef8 100644
--- a/sdk/appconfiguration/azure-appconfiguration-provider/samples/async_aad_sample.py
+++ b/sdk/appconfiguration/azure-appconfiguration-provider/samples/async_aad_sample.py
@@ -8,7 +8,7 @@
 from azure.appconfiguration.provider.aio import load
 from azure.appconfiguration.provider import SettingSelector
 import os
-from sample_utilities import get_authority, get_audience, get_credential, get_client_modifications
+from sample_utilities import get_authority, get_credential, get_client_modifications
 
 
 async def main():
diff --git a/sdk/appconfiguration/azure-appconfiguration-provider/samples/async_key_vault_reference_sample.py b/sdk/appconfiguration/azure-appconfiguration-provider/samples/async_key_vault_reference_sample.py
index e81b6975811a..384793ad495e 100644
--- a/sdk/appconfiguration/azure-appconfiguration-provider/samples/async_key_vault_reference_sample.py
+++ b/sdk/appconfiguration/azure-appconfiguration-provider/samples/async_key_vault_reference_sample.py
@@ -8,7 +8,7 @@
 from azure.appconfiguration.provider.aio import load
 from azure.appconfiguration.provider import SettingSelector
 import os
-from sample_utilities import get_authority, get_audience, get_credential, get_client_modifications
+from sample_utilities import get_authority, get_credential, get_client_modifications
 
 
 async def main():
diff --git a/sdk/appconfiguration/azure-appconfiguration-provider/samples/sample_utilities.py b/sdk/appconfiguration/azure-appconfiguration-provider/samples/sample_utilities.py
index 813f2300a196..7e09ee8de8fa 100644
--- a/sdk/appconfiguration/azure-appconfiguration-provider/samples/sample_utilities.py
+++ b/sdk/appconfiguration/azure-appconfiguration-provider/samples/sample_utilities.py
@@ -13,8 +13,6 @@
     - get_credential(): get credential of the ConfigurationClient
     It is not a file expected to run independently.
 """
-
-import os
 from azure.identity import AzureAuthorityHosts, DefaultAzureCredential
 from azure.identity.aio import DefaultAzureCredential as AsyncDefaultAzureCredential
 
diff --git a/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_async_provider_feature_management.py b/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_async_provider_feature_management.py
index 8dcb5dbf147b..60833d449212 100644
--- a/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_async_provider_feature_management.py
+++ b/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_async_provider_feature_management.py
@@ -12,9 +12,6 @@
 from test_constants import FEATURE_MANAGEMENT_KEY
 
 
-from azure.appconfiguration.provider._azureappconfigurationprovider import _delay_failure
-
-
 class TestAppConfigurationProviderFeatureManagement(AppConfigTestCase):
     # method: load
     @app_config_decorator_async
diff --git a/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_discovery.py b/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_discovery.py
index dd47bc47a82d..d14898c205b7 100644
--- a/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_discovery.py
+++ b/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_discovery.py
@@ -12,7 +12,7 @@
     _find_origin,
     find_auto_failover_endpoints,
 )
-from dns.resolver import NXDOMAIN, YXDOMAIN, LifetimeTimeout, NoNameservers, Answer  # cspell:disable-line
+from dns.resolver import NXDOMAIN, YXDOMAIN, LifetimeTimeout, NoNameservers  # cspell:disable-line
 
 AZCONFIG_IO = ".azconfig.io"  # cspell:disable-line
 APPCONFIG_IO = ".appconfig.io"  # cspell:disable-line
diff --git a/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_provider_backoff.py b/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_provider_backoff.py
index e9bc5c68fb75..fd925b59c502 100644
--- a/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_provider_backoff.py
+++ b/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_provider_backoff.py
@@ -3,8 +3,7 @@
 # Licensed under the MIT License. See License.txt in the project root for
 # license information.
 # --------------------------------------------------------------------------
-from azure.appconfiguration.provider import load, SettingSelector
-from devtools_testutils import AzureRecordedTestCase, recorded_by_proxy
+from devtools_testutils import recorded_by_proxy
 from preparers import app_config_decorator
 from testcase import AppConfigTestCase
 
diff --git a/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_provider_feature_management.py b/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_provider_feature_management.py
index 069fd6076f18..c1ef1e8c7b40 100644
--- a/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_provider_feature_management.py
+++ b/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_provider_feature_management.py
@@ -7,8 +7,7 @@
 from azure.appconfiguration import AzureAppConfigurationClient
 from devtools_testutils import recorded_by_proxy
 from preparers import app_config_decorator
-from testcase import AppConfigTestCase, setup_configs, has_feature_flag
-from unittest.mock import patch
+from testcase import AppConfigTestCase, setup_configs, has_feature_flag, get_feature_flag
 from test_constants import FEATURE_MANAGEMENT_KEY
 
 
@@ -25,6 +24,7 @@ def test_load_only_feature_flags(self, appconfiguration_connection_string):
         assert len(client.keys()) == 1
         assert FEATURE_MANAGEMENT_KEY in client
         assert has_feature_flag(client, "Alpha")
+        assert "telemetry" not in get_feature_flag(client, "Alpha")
 
     # method: load
     @recorded_by_proxy
diff --git a/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_provider_refresh.py b/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_provider_refresh.py
index a72aecf14243..a60a83d661fa 100644
--- a/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_provider_refresh.py
+++ b/sdk/appconfiguration/azure-appconfiguration-provider/tests/test_provider_refresh.py
@@ -5,7 +5,6 @@
 # --------------------------------------------------------------------------
 import time
 import unittest
-import pytest
 from unittest.mock import Mock
 from azure.appconfiguration.provider import WatchKey
 from devtools_testutils import recorded_by_proxy
diff --git a/sdk/appconfiguration/azure-appconfiguration-provider/tests/testcase.py b/sdk/appconfiguration/azure-appconfiguration-provider/tests/testcase.py
index 563c4070dce5..07f570527ac3 100644
--- a/sdk/appconfiguration/azure-appconfiguration-provider/tests/testcase.py
+++ b/sdk/appconfiguration/azure-appconfiguration-provider/tests/testcase.py
@@ -195,8 +195,15 @@ def create_feature_flag_config_setting(key, label, enabled):
     )
 
 
-def has_feature_flag(client, feature_id, enabled=False):
+def get_feature_flag(client, feature_id):
     for feature_flag in client[FEATURE_MANAGEMENT_KEY][FEATURE_FLAG_KEY]:
         if feature_flag["id"] == feature_id:
-            return feature_flag["enabled"] == enabled
+            return feature_flag
+    return None
+
+
+def has_feature_flag(client, feature_id, enabled=False):
+    feature_flag = get_feature_flag(client, feature_id)
+    if feature_flag:
+        return feature_flag["enabled"] == enabled
     return False