Register an AI model

You can use the Register AI Model button to register Deployed AI Model and Foundational AI Model assets.

Requirements and permissions

You have:

  • A global role with the Product Rights > Assessments global permission.
  • A global role with the AI Governance > Register AI Model global permission.

The out-of-the-box AI Business User and Data Scientist global roles have these permissions.

Steps

  1. From the Model Registry page, click Register AI model.
    The Register AI model dialog box appears.
  2. Enter the required information.
    FieldDescription
    NameThe name of the new AI Model asset.
    Type

    The asset type of the new AI model.

    You can choose Deployed AI Model, Foundational AI Model, or any child asset type, including custom child asset types.

    Domain

    The domain in which you want to create the new asset.

    Note  If you know that a certain domain exists, but it doesn't appear in the drop-down list, it could mean that:
    • The domain is of a type that has not been configured for this asset type. For more information, go to Assign a domain type to an asset type.
    • You are subject to view permissions restrictions. By default, all users can view all assets in all communities and domains. If a community or domain is restricted by view permissions to which you are subject, the domain is not shown in the drop-down list.
    Owner

    The Collibra user or user group who will act as the owner of the AI model. They are assigned the Owner resource role for the asset.

  3. Click Register.
    A new asset is created in the specified domain.
Tip You can configure which asset status is assigned to newly registered Deployed AI Model assets, and configure the progression of statuses to define the lifecycle stages through which these assets will evolve. Go to Configure AI Governance lifecycle stages.

What's next

The information in this section applies only to Deployed AI Model assets. You can freely edit Foundational AI Model asset pages, as there are no assessments that might override your manual edits.

  • On the Deployed AI Model asset page, use the Lifecycle tracker features to:
    • Start an assessment.
    • Add lifecycle activities, and more.
  • Edit the AI model asset, as necessary.
    Important 

    Be mindful of the edits you make on the asset page before the assessments are completed and approved. When an assessment is approved, depending on the assessment type, certain assessment responses are copied to the asset page. If you manually edit the attributes of an asset, some of the values might be overwritten when the assessment is approved. For more information, go to:

    Tip If you want to manually fill out the details without conducting the prescribed assessments, you can create the asset via the global Create button. When you create an asset that way, no assessments are started. You can then add details to the various sections of the asset page as you would an asset of any other type, knowing the values won't be overwritten by an assessment. When you're on the asset page, remember to switch on the Show Empty Optional Values option, to see all of the available fields.