04 / OPERATE — AI Trust Observability
Know what your agents are doing in the real world.
Once agents are live, quality and compliance need continued attention. See patterns across conversations, inspect the evidence behind a concerning interaction, and turn production findings into stronger tests.
- Track quality and compliance as distinct signals.
- Investigate flagged conversations and the reason for concern.
- Prioritize what to test again as behavior changes.
CProduction review / Conversation evidence
Illustrative interfaceQualityReviewing outcomes
CompliancePolicy finding
Conversation excerpt · Customer account update
“I’ve updated your account with the new details.”
Review required: the agent acted before completing the required identity check.
Pattern: account updates flagged for reviewInvestigate →
