Migrating the Azure AI Services

Sudhakar P 165 Reputation points
2025-03-10T05:55:36.4633333+00:00

I have a subscription with multiple resource groups containing various Azure services, such as Azure OpenAI, Azure AI Services, Azure AI Hub, and Azure AI Projects. Several users have individually created AI Projects within the Azure AI Services. Now, I need to migrate all these services (Azure OpenAI, Azure AI Hub, Azure AI Projects, and Azure AI Services) to another subscription.

My question is: After the migration, will the users be able to continue using all the services without any errors or issues?

Also, is it possible to move all these services (Azure OpenAI, Azure AI Hub, Azure AI Projects, and Azure AI Services) from one subscription to another without any complications?

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

0 comments
Answer accepted by question author
Saideep Anchuri 9,545 Reputation points Moderator
2025-03-10T08:55:41.6033333+00:00

Hi Sudhakar P

You can migrate Azure OpenAI, AI Hub, AI Projects, and AI Services between subscriptions if they share the same Microsoft Entra ID tenant. Use the Azure portal, PowerShell, CLI, REST API, or Python. During migration, resource groups are locked but remain functional. Only top-level resources move, so dependencies may need reconfiguration. Resource IDs change, requiring updates in scripts and configurations. Ensure both subscriptions are active, have the same tenant ID, and required resource providers. Role assignments must be recreated. Validate the move with Azure CLI before executing to ensure a smooth transition.

You can also add export the resources and roles assignment to templates using CLI command and recreate the resources.

Might need to transfer custom models from azure machine learning and other services.

Kindly refer below link: subscription

Azure Machine Learning diaster recoverry

azure-cl

Reference Thread: resource-movement-from-one-subscription-to-another

You can transfer the fine tune models from document intelligence using copy operation as mentioned in below. For OpenAI and Azure AI foundry, probably you need to finetune again.

can-i-move-my-trained-models-from-one-subscription

Thank You.

Was this answer helpful?

0 additional answers

Sort by: Most helpful
Most helpful Newest Oldest

Your answer

Answers can be marked as 'Accepted' by the question author and 'Recommended' by moderators, which helps users know the answer solved the author's problem.