diff --git a/tools/ci_build/github/azure-pipelines/azure-pipelines-py-packaging.yml b/tools/ci_build/github/azure-pipelines/azure-pipelines-py-packaging.yml
index a507400934..48555b6446 100644
--- a/tools/ci_build/github/azure-pipelines/azure-pipelines-py-packaging.yml
+++ b/tools/ci_build/github/azure-pipelines/azure-pipelines-py-packaging.yml
@@ -30,6 +30,10 @@ jobs:
       inputs:
         ArtifactName: onnxruntime
 
+    - task: ms.vss-governance-buildtask.governance-build-task-component-detection.ComponentGovernanceComponentDetection@0
+      displayName: 'Component Detection'
+      condition: and(succeeded(), in(variables['Build.Reason'], 'IndividualCI', 'BatchedCI'))
+
     - template: templates/clean-agent-build-directory-step.yml
 
 - job: Ubuntu1604_py_GPU_Wheels
@@ -63,6 +67,10 @@ jobs:
       inputs:
         ArtifactName: onnxruntime_gpu
 
+    - task: ms.vss-governance-buildtask.governance-build-task-component-detection.ComponentGovernanceComponentDetection@0
+      displayName: 'Component Detection'
+      condition: and(succeeded(), in(variables['Build.Reason'], 'IndividualCI', 'BatchedCI'))
+
     - template: templates/clean-agent-build-directory-step.yml
 
 - job: Windows_py_Wheels
@@ -111,6 +119,10 @@ jobs:
       continueOnError: true
       condition: always()
 
+    - task: ms.vss-governance-buildtask.governance-build-task-component-detection.ComponentGovernanceComponentDetection@0
+      displayName: 'Component Detection'
+      condition: and(succeeded(), in(variables['Build.Reason'], 'IndividualCI', 'BatchedCI'))
+
     - template: templates/clean-agent-build-directory-step.yml
 
 - job:  Windows_py_GPU_Wheels
@@ -174,6 +186,10 @@ jobs:
       continueOnError: true
       condition: always()
 
+    - task: ms.vss-governance-buildtask.governance-build-task-component-detection.ComponentGovernanceComponentDetection@0
+      displayName: 'Component Detection'
+      condition: and(succeeded(), in(variables['Build.Reason'], 'IndividualCI', 'BatchedCI'))
+
     - template: templates/clean-agent-build-directory-step.yml
 
 - job: MacOS_py_Wheels
@@ -213,4 +229,8 @@ jobs:
       inputs:
         ArtifactName: onnxruntime
 
+    - task: ms.vss-governance-buildtask.governance-build-task-component-detection.ComponentGovernanceComponentDetection@0
+      displayName: 'Component Detection'
+      condition: and(succeeded(), in(variables['Build.Reason'], 'IndividualCI', 'BatchedCI'))
+
     - template: templates/clean-agent-build-directory-step.yml