Unable to deploy Anthropic Models

Question

Hi,

I'm having trouble deploying Anthropic models (opus 4.6/4.7, sonnet 4.6). In the deployment UI, I've selected my industry and then clicked deploy. After a while, the deployment was marked as failed. When I tried to edit the deployment, I'll see errors like:

Failed to create deploymentModelProviderData is required for Anthropic model deployments but was not provided. Please provide all required fields: industry, organizationName, and countryCode.

The deployment UI allows me to select industry, but where do I set the organizationName and countryCode?

Thanks,

Robert

Answer 1

Thank you Karnam. Yes, I have tried your suggested approach and I have a different error: insufficient quota. I have applied for the quota increase days ago but haven't heard anything back yet. Do you know how long that takes?

Robert

Answer 2

Hello @Robert W ,

Welcome to Microsoft Q&A .Thank you for reaching out to us.

 The deployment failure is caused by missing required parameters in the modelProviderData payload, which is mandatory for Anthropic model deployments. Specifically, the backend requires three fields - industry, organizationName, and countryCode - to be present during deployment creation or update.

In the current portal experience, only the industry field may be visible, while the remaining required fields are not consistently exposed.

To ensure a successful deployment, all required fields can be explicitly provided using programmatic methods such as ARM templates, Azure CLI, or REST API.Please chek if the following samples help -

1. Deployment using ARM / REST payload

      {
        "properties": {
          "model": {
            "modelName": "claude-sonnet-4-6"
          },
          "modelProviderData": {
            "industry": "technology",
            "organizationName": "Contoso Ltd",
            "countryCode": "US"
          }
        }
      }
   

      {
        "sku": {
          "name": "GlobalStandard",
          "capacity": 1
        },
        "properties": {
          "model": {
            "format": "Anthropic",
            "name": "claude-sonnet-4-6",
            "version": "1"
          },
          "modelProviderData": {
            "industry": "Technology",
            "organizationName": "Contoso Ltd",
            "countryCode": "US"
          }
        }
      }
   

2. Deployment update using Azure CLI (REST)

      az rest --method PATCH \
      --uri https://management.azure.com/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.AI/aiServices/{serviceName}/deployments/{deploymentName}?api-version=2024-04-01 \
      --body '{
      "properties": {
      "modelProviderData": {
        "industry": "technology",
        "organizationName": "Contoso Ltd",
        "countryCode": "US"
      }
      }
      }'
   

      az rest --method put \
      --url "https://management.azure.com/subscriptions/<subscription-id>/resourceGroups/<resource-group>/providers/Microsoft.CognitiveServices/accounts/<account-name>/deployments/<deployment-name>?api-version=2024-10-01" \
      --headers "Content-Type=application/json" \
      --body @deployment.json
   

   Please confirm the following as validation check before retrying the deployment - supported region (for example, East US 2 or Sweden Central) and appropriate role assignments (Owner or Cognitive Services roles)

The following references might be helpful , please check them out

• Deploy and use Claude models in Microsoft Foundry - Microsoft Foundry | Microsoft Learn
• How to troubleshoot your deployments and monitors in Microsoft Foundry portal (classic) - Microsoft Foundry (classic) portal | Microsoft Learn
• Deploy and use Claude models in Microsoft Foundry - Microsoft Foundry | Microsoft Learn
• Foundry Models from partners and community - Microsoft Foundry | Microsoft Learn

Please let us know if the response was helpful

Thank you