Agent Rollback and Auditability Become the New Gatekeepers

Agent rollback, approval, and auditability are becoming mandatory controls for enterprise AI because buyers now expect safe interruption, traceability, and recovery before deploying agents.

• •Rollback is now a core requirement, not a nice-to-have safeguard.
• •Audit trails and provenance are becoming table stakes for enterprise AI.
• •Governance is shifting from policy docs to runtime enforcement and observability.
• •PMs must plan approval, interrupt, rewind, and escalation paths before launch.
• •Regulated buyers increasingly use governance controls as a procurement gate.