Memory Human Approval

Memory Human Approval is a ai control step that requires a person to approve sensitive or high-impact actions for persistent or session-level AI state. It uses risk scoring, review UI, and audit logs so teams can keep protected decisions accountable while keeping evidence, reliability, and public-safe operational boundaries clear.

“The AI platform team used Memory Human Approval when the assistant reused earlier project context, so the team could keep protected decisions accountable before the agent workflow reached production.”