Why governed autonomy is the missing layer in enterprise AI
The jump from AI assistance to AI execution is not a model problem alone. It is an operating model problem: who owns the work, what systems can be touched, and how every action is reviewed.
Tag
AI Governance
3 articles on this topic.
Approvals are a feature, not a friction
Approval is often treated as the thing slowing automation down. In enterprise AI execution, it is the mechanism that lets more work move without pretending every action has the same risk.
Audit trails for AI work should be built before the work runs
An audit trail is not a transcript dump. For autonomous AI work, it should show the goal, plan, tools, evidence, decisions, approvals, and final outcome in a way humans can reconstruct.