AI readiness and agents

How do I approve AI actions before they happen?

Place a review step between the AI recommendation and the business action. Show the reviewer what the AI wants to do, the affected record, and the supporting context, then allow the action only after approval.

What to check

Which AI actions require approval?
What information does the reviewer need?
Is the decision and resulting action recorded?