Updating the model on a schedule
You can schedule a model to update automatically using ION
Workflows. No user interaction is required.
You can orchestrate actions by modeling a workflow using the ION API 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 must include these AI task actions in this sequence order:
- Reload Datasets
- Rerun Model
- Update Production Quest
- Redeploy Endpoint
These actions must reference the same quest.
Optionally, other steps can be added to the workflow, such as user tasks, notifications, and decisions.
For more detailed instructions on ION Workflows, see the Infor ION User Guide. Additionally, a status API is available for you to use in the workflows to know the success/failure of the above activities when a workflow is triggered.