Cognitive Services Deployments - Find and delete failed model deployments

The azure.cognitiveservice-deployment resource can be used to find and remediate failed Azure OpenAI / Cognitive Services model deployments.

Find failed deployments

policies:
  - name: azure-cognitiveservice-deployments-find-failed
    resource: azure.cognitiveservice-deployment
    filters:
      - type: value
        key: properties.provisioningState
        op: in
        value: [Failed, Canceled]

Delete failed deployments

policies:
  - name: azure-cognitiveservice-deployments-delete-failed
    resource: azure.cognitiveservice-deployment
    filters:
      - type: value
        key: properties.provisioningState
        value: Failed
    actions:
      - type: delete

Tagging note

Tagging is not supported for azure.cognitiveservice-deployment. Cloud Custodian intentionally rejects tag actions for this resource type because deployment-level tagging is not exposed consistently for this ARM child resource.