Managing model updates
In your Business Operations Environment (BOE), you can start and manage the model update process from Prediction Studio or remotely by using the Prediction Studio API. For more information about using the API endpoints, see Updating active models in predictions through API with MLOps.
In Pega Customer Decision Hub environments, changes to models that you approve in Prediction Studio are deployed to production through Pega 1:1 Operations Manager and the Business Change pipeline.
If you use decisioning models for other purposes, such as customer service or sales automation, components such as Pega 1:1 Operations Manager and Revision Manager are not present. A system architect merges the branch with the model update to the application ruleset that can be deployed to production.
For more information, see Understanding MLOps.
To replace a model in a prediction, and then deploy the model to production, perform the following procedures: