AI can help propose structure, summarize context, and draft next steps. It should not erase accountability.
Approval gates keep human decisions visible. A gate names what needs approval, who owns the decision, and when the work can move forward.
The result is not slower work. It is work with a clearer handoff and a record that survives review.