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Set who may act, what must be reviewed, and what gets logged—before agents touch production workflows.
You choose what agents may do, who reviews high-impact outputs, and what gets recorded. Strong encryption and audit-friendly logs help compliance and security teams sleep at night—not buzzwords for their own sake.
Role-based scopes: limit which systems, actions, and data classes each agent family can touch.
Escalation paths for high-impact outputs—humans stay in the loop when dollar amounts, safety, or policy thresholds are involved.
Immutable-style decision logs for auditors: prompts, sources, and approvals tied to tickets—not screenshots.