I am having an issue with Anthropic Claude model deployments in Azure AI Foundry / Azure AI Services.
Resource details:
Azure AI Services / Cognitive Services account: pojacketor-resource
Resource group: rg-pojacketor
Region: swedencentral
Resource kind: AIServices
Account provisioningState: Succeeded
A non-Anthropic deployment works correctly:
grok-4.3: provisioningState=Succeeded, deploymentState=Running
However, all Anthropic Claude deployments are stuck or failed:
claude-fable-5: provisioningState=Creating, deploymentState=Running
claude-fable-5-2: provisioningState=Creating, deploymentState=Running
claude-haiku-test-10: provisioningState=Creating, deploymentState=Running
claude-sonnet-4-6: provisioningState=Failed, deploymentState=Running
Inference fails with:
DeploymentCreating
DeploymentFailed
Delete attempts fail with: RequestConflict: Another operation is in progress on the resource. Please try again later.
I also found that standard Azure CLI deployment creation for Anthropic fails with: InvalidModelProviderData: ModelProviderData is required for Anthropic model deployments but was not provided. Required fields: industry, organizationName, countryCode.
Correlation ID for this failed CLI attempt: c64c464b-2b1c-43dd-ba73-bb2cb7c79243
Then I created a test deployment using az rest with modelProviderData:
deployment: claude-haiku-test-10
organizationName: pojacketor
countryCode: FR
industry: software
This PUT request was accepted/created, but the deployment still remains stuck in provisioningState=Creating and lastModifiedAt equals createdAt, so there is no provisioning progress.
Correlation ID for accepted REST creation: 5f020596-d7bf-4a96-8f04-6d5d419914d7
Could Microsoft please check backend provisioning for Anthropic Claude deployments in swedencentral for this AIServices account, and advise how to force-delete or reconcile the stuck deployments without a paid support plan?