Updating the model on a schedule

You can schedule a model to be updated automatically with ION Workflows. No user interaction is required.

Use ION to orchestrate Coleman AI Platform actions by modeling a workflow using the Coleman Task activity and setting up a workflow schedule. The model is identified by the quest name.

To set up an end-to-end process for the automatic model update, you should include all four of these Coleman Task actions in this sequence order and all with reference to one particular quest:

Reload Datasets
Retrain Model
Update Production Quest
Redeploy Endpoint

Optionally, other steps can be added to the workflow, such as user tasks, notifications, and decisions.

For more detailed instructions on ION Workflows, see IInfor ION User Guide.