MachineLearningServices permission for an App registration on Azure

Question

MachineLearningServices permission for an App registration on Azure

Jean Lanza 20

I wanna an application can access MachineLearningServices agents up to use an AI agent, but I don't know how give access to the app.

Jean Lanza 20 Reputation points

2025-04-28T16:01:08.57+00:00

@Saideep Anchuri On this case, where on the azure portal I can assign this role to the app registration?
Saideep Anchuri 7,130 Reputation points Microsoft External Staff Moderator

2025-04-28T16:04:43.7533333+00:00
Hi Jean Lanza

Here are some steps:

Go to Azure Portal – Sign in at Azure Portal.

Navigate to App Registrations – Search for App registrations in the search bar and select your registered app.

Open API Permissions – In the left panel, go to API permissions to check and manage permissions for your app.

Assign a Role in IAM (Identity & Access Management):

If you're assigning a role for a resource (like a subscription or storage account), navigate to that resource in Azure Portal.

Select Access control (IAM) on the left panel.

Click Add role assignment and choose the role you want to grant.

Under Assign access to, select User, group, or service principal.

Search for your app registration and assign the role.

Thank You.
Saideep Anchuri 7,130 Reputation points Microsoft External Staff Moderator

2025-04-29T15:45:51.1633333+00:00

Hi Jean Lanza

Following up to see if the above answer was helpful.

Thank You.
Jean Lanza 20 Reputation points

2025-04-29T15:47:25.1566667+00:00

Sorry for late response, yes the answer was super on the point, Thanks very much
Saideep Anchuri 7,130 Reputation points Microsoft External Staff Moderator

2025-04-29T15:50:31.5433333+00:00

Hi Jean Lanza

if you could Accept Answer and Upvote it for the benefit of community, it will be helpful to others.

Thank you

Accepted answer

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Jean Lanza 20 Reputation points

2025-04-28T16:01:08.57+00:00

@Saideep Anchuri On this case, where on the azure portal I can assign this role to the app registration?
Saideep Anchuri 7,130 Reputation points Microsoft External Staff Moderator

2025-04-28T16:04:43.7533333+00:00

Hi Jean Lanza

Here are some steps:

Go to Azure Portal – Sign in at Azure Portal.

Navigate to App Registrations – Search for App registrations in the search bar and select your registered app.

Open API Permissions – In the left panel, go to API permissions to check and manage permissions for your app.

Assign a Role in IAM (Identity & Access Management):

If you're assigning a role for a resource (like a subscription or storage account), navigate to that resource in Azure Portal.

Select Access control (IAM) on the left panel.

Click Add role assignment and choose the role you want to grant.

Under Assign access to, select User, group, or service principal.

Search for your app registration and assign the role.

Thank You.
Saideep Anchuri 7,130 Reputation points Microsoft External Staff Moderator

2025-04-29T15:45:51.1633333+00:00

Hi Jean Lanza

Following up to see if the above answer was helpful.

Thank You.
Jean Lanza 20 Reputation points

2025-04-29T15:47:25.1566667+00:00

Sorry for late response, yes the answer was super on the point, Thanks very much
Saideep Anchuri 7,130 Reputation points Microsoft External Staff Moderator

2025-04-29T15:50:31.5433333+00:00

Hi Jean Lanza

if you could Accept Answer and Upvote it for the benefit of community, it will be helpful to others.

Thank you

Answer 1

Hi Jean Lanza

To grant an application access to Machine Learning Services in Azure, you need to assign the appropriate permissions to the app registration. The permissions relevant to Machine Learning Services include actions like registering the subscription, updating quotas, and reading quota and usage information.

You can manage these permissions through Azure Role-Based Access Control (RBAC) by assigning a role that includes the necessary actions for the application. For example, you might consider assigning the "Contributor" role, which typically allows for full access to manage resources, or a more specific role if you need to limit the permissions.

Kindly refer below link: microsoftmachinelearningservices

Thank You.

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MachineLearningServices permission for an App registration on Azure

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