diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
index 045b6d8a606e..bcc294aa15e5 100644
--- a/.github/CODEOWNERS
+++ b/.github/CODEOWNERS
@@ -166,6 +166,31 @@ sdk/confidentialledger/azure-confidentialledger                      @lynshi
 /sdk/ml/azure-ai-ml/azure/ai/ml/entities/_builders                   @wangchao1230
 /sdk/ml/azure-ai-ml/azure/ai/ml/_internal                            @wangchao1230
 
+# PRLabel: %ML-RegistryManagement
+/sdk/ml/azure-ai-ml/azure/ai/ml/_schema/registry                            @hugoaponte @Man-MSFT @banibrata
+/sdk/ml/azure-ai-ml/azure/ai/ml/operations/_registry_operations.py          @hugoaponte @Man-MSFT @banibrata
+/sdk/ml/azure-ai-ml/azure/ai/ml/entities/_registry                          @hugoaponte @Man-MSFT @banibrata
+
+# PRLabel: %ML-Assets
+/sdk/ml/azure-ai-ml/azure/ai/ml/_schema/component                           @hugoaponte @Man-MSFT @banibrata
+/sdk/ml/azure-ai-ml/azure/ai/ml/entities/_component                         @hugoaponte @Man-MSFT @banibrata
+/sdk/ml/azure-ai-ml/azure/ai/ml/operations/_code_operations.py              @hugoaponte @Man-MSFT @banibrata
+/sdk/ml/azure-ai-ml/azure/ai/ml/operations/_component_operations.py         @hugoaponte @Man-MSFT @banibrata
+/sdk/ml/azure-ai-ml/azure/ai/ml/operations/_environment_operations.py       @hugoaponte @Man-MSFT @banibrata
+/sdk/ml/azure-ai-ml/azure/ai/ml/operations/_model_operations.py             @hugoaponte @Man-MSFT @banibrata
+/sdk/ml/azure-ai-ml/azure/ai/ml/entities/_assets                            @hugoaponte @Man-MSFT @banibrata
+/sdk/ml/azure-ai-ml/azure/ai/ml/entities/_deployment                        @hugoaponte @Man-MSFT @banibrata
+/sdk/ml/azure-ai-ml/azure/ai/ml/entities/_endpoint                          @hugoaponte @Man-MSFT @banibrata
+/sdk/ml/azure-ai-ml/azure/ai/ml/_schema/assets                              @hugoaponte @Man-MSFT @banibrata
+
+# PRLabel: %ML-Inference
+/sdk/ml/azure-ai-ml/azure/ai/ml/operations/_batch_deployment_operations.py    @hugoaponte @Man-MSFT @nancy-mejia @TajiHarrisMicrosoft @banibrata
+/sdk/ml/azure-ai-ml/azure/ai/ml/operations/_batch_endpoint_operations.py      @hugoaponte @Man-MSFT @nancy-mejia @TajiHarrisMicrosoft @banibrata
+/sdk/ml/azure-ai-ml/azure/ai/ml/operations/_online_deployment_operations.py   @hugoaponte @Man-MSFT @nancy-mejia @TajiHarrisMicrosoft @banibrata
+/sdk/ml/azure-ai-ml/azure/ai/ml/operations/_online_endpoint_operations.py     @hugoaponte @Man-MSFT @nancy-mejia @TajiHarrisMicrosoft @banibrata
+/sdk/ml/azure-ai-ml/azure/ai/ml/_schema/_deployment                           @hugoaponte @Man-MSFT @nancy-mejia @TajiHarrisMicrosoft @banibrata
+/sdk/ml/azure-ai-ml/azure/ai/ml/_schema/_endpoint                             @hugoaponte @Man-MSFT @nancy-mejia @TajiHarrisMicrosoft @banibrata
+
 # PRLabel: %Maps
 /sdk/maps/                                                           @alextts627