1. User Guide
  2. Modeling
  3. Pipelines
  4. Manage Models

Manage Models

A Model has to go through an approval workflow before it can be deployed to production. The following types of users in the system have privileges that restrict the activities, they can do in the model creation and deployment workflow.

Table 8-16 Field or icons for the Model creation and deployment

Field or Icon Description
Requester You can create a model. However, to approve and publish, the model must be reviewed by a user with reviewer privileges and approved by a user with approver privileges.

NOTE: User Groups must be mapped to the MDLDEPLOY role to access Requester functions.

Reviewer You can review models. However, to approve and publish, the model must be approved by a user with approver privileges.

NOTE: User Groups must be mapped to the MDLREVIEW role to access Reviewer functions.

Approver You can approve models that are created and reviewed. You can then promote to production and make the model the champion in the production.

NOTE: User Groups must be mapped to the MDLAUTH role to access Approver functions.

The following sections in this topic provide details for the cycle of creation of a model, review, approval, and deployment:
  • Create Objective (Folders)
  • Create Draft Models
  • Publish Models (Scoring)
  • View Model Details
  • Compare Models
  • Understand Model Governance
  • Request Model Acceptance
  • Review Models and Move to Approve or Reject
  • Approve Models and Promote to Production
  • Deploy Models in Production and Make it a Global Champion