Context
As AI governance requirements become operational, product teams are expected to document how users are informed, redirected, and supported when automation is involved.
Key Observation
Compliance is no longer only about model behavior. It also covers what users see, when they see it, and whether they can challenge outcomes.
Documentation Artifacts Regulators Ask For
- Screens that communicate automated decision points.
- Logs proving when users received key notices.
- Escalation paths for human review and complaint resolution.
Recommended Next Step
Create a shared AI interface register with risk labels, owner names, and review frequency.