AI controls and trust
How do I keep a record of what an automated system changed or sent?
Log the record, action, time, system or user, old value when relevant, new value, and outcome. Keep message IDs or transaction IDs for external actions. The history should make it possible to reconstruct what happened without guessing.
What to check
- Which actions must be logged?
- Can you see before-and-after values?
- Can an external message or transaction be traced back to the workflow?