Prompt Human Approval

Prompt Human Approval is a ai control step that requires a person to approve sensitive or high-impact actions for instructions and context passed to a model. 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 Prompt Human Approval when the prompt changed between releases, so the team could keep protected decisions accountable before the agent workflow reached production.”