Creating use cases and viewing models with Governance console in IBM watsonx
Create a use case with Governance console in IBM watsonx.governance and link it with models and prompts
that are tracked in AI Factsheets. You can view all
the metadata that is gathered for governed assets and integrate the data in your governance and
compliance workflows.
Remember:The user interface in Governance console might appear different than what is
shown in the OpenPages
documentation.
Create a use case in Governance console. When you create and save a use
case, an AI use case is created automatically in AI Factsheets. A model and a prompt are associated with the
AI use case in AI Factsheets and the model is
deployed.
The use case library provides a parent entity for your AI use cases. The use case library is
under the /Library/MRG/Use Case Library business entity. To view the use case
library, click > Inventory > Use
Cases. Filter the grid to show the /Library/MRG/Use Case
Library
Remember: These steps are based on the predefined views and
workflows that are provided in watsonx.governance. The views and workflows might be different for you, depending on how your administrator
configured them.
Procedure
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Click to go to the dashboard.
Click > Inventory > Use
Cases. Click New.
Or, on your dashboard,
locate the Model Inventory panel. Click New Use
Case.
Type a Name and Description,
Purpose, and then select the Owner of the use
case.
Click Add and select the parent business entity for the use
case.
For example, select Use Case Library.
Click Save.
The Use Case
Request workflow starts. The use case is in the Data Gathering stage.
For Use case type, select AI, and then
click Save.
Enter the following information about the use case.
Stakeholder departments: Select the departments that need to review your
use case.
Uses foundation models
Review the All Key Items list and complete any other required fields.
For help, click the information icons.
Click Save.
Optional: Associate the use case with related regulatory mandates. In the
Compliance section, click the Mandates tab. Click
Add and select the mandates.
Optional: Associate the use case with related business processes. In the
Compliance section, click the Process tab. Click
Add and select the business processes.
Click Actions > Submit for initial
approval > , and then click
Continue.
In the Risk section, click Risk
Identification to conduct a risk assessment of the use case. See Completing a risk assessment.
Verify that the Stakeholder departments list includes the
departments that need to review your use case.
Click Actions > Submit for stakeholer
review.
The use case is now waiting for approval. The use case is in the Initial Approval stage of the
Use Case Request workflow.
Reviewing use cases
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Use cases move through a review and approval process. You can use the Governance console to see the use cases that are
waiting for your review and to approve or reject the use cases.
Remember: These steps are based on the predefined views and
workflows that are provided in watsonx.governance. The views and workflows might be different for you, depending on how your administrator
configured them.
Procedure
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To review use cases, do the following steps:
Click to
go to the dashboard.
Click the My Tasks tab, and then click the use case that you want
to review.
Review the use case.
Click Actions, select an option, and then click
Continue.
For example, if you are giving an initial review of a
use case and you approve it, click Actions > Submit for
stakeholder review to begin the next stage of the approval
process.
The use case is now in the next stage of the Use Case Request
workflow.
Viewing use cases
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View your use cases and the detailed metadata that is collected for tracked assets in
Governance console.
Data is pulled in from AI Factsheets so that you
can view the use case and its children.
Remember: These steps are based on the predefined views and
workflows that are provided in watsonx.governance. The views and workflows might be different for you, depending on how your administrator
configured them.
Procedure
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On the dashboard, navigate to the Use Cases by Lifecycle Phase
panel. Click the chart segment for approved use cases.
Open the use case to view details about the tracked assets that are associated with the
use case.
The task view shows the child objects of the use case: the foundation model, the prompt, related
mandates, and related processes.
Optional: Change to the tree diagram view to see a visual mapping of
associations between the use case and other objects.
Viewing models and model details
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View your models in Governance console. You can view a list of all models
by clicking > Inventory > Models. You can
also use your dashboard to view models.
The foundation model library provides a parent entity for your foundation models. The use case
library is under the /Library/MRG/Foundation Models business entity.
If you use watsonx.ai, your models are
added to Governance console under
/Library/MRG/Foundation Models.
To view the use case library, click > Inventory > Use Cases. Filter
the grid to show the /Library/MRG/Foundation Models
Remember: These steps are based on the predefined views and
workflows that are provided in watsonx.governance. The views and workflows might be different for you, depending on how your administrator
configured them.
Procedure
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To view models from the dashboard, do the following steps:
Click .
On the dashboard, locate a panel about models.
For example, use the
Models by Provider panel.
Click a chart segment or a number.
For example, to see a list of all
foundation models, click the number under Foundation
Models.
To view details about a model, click its name.
The view displays information such as the stakeholders, related use cases, related foundation
models, risk and validation activities, and the development and training history of the model.
Linking Amazon SageMaker models to use
cases
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Link your Amazon SageMaker models
to use cases to view the model metadata that is collected and synced with Governance console.
Note: This task applies to watsonx.governance as
a Service on AWS when it is integrated with Amazon SageMaker.
Procedure
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Click to go to the dashboard.
Click > Inventory > Use
Cases.
Open the use case.
In the Associations section, add your Amazon SageMaker model.