An AI handover is useful when the receiving team can run an ordinary day and recover from a problem.

Architecture diagrams and a spoken demonstration do not show whether future operators can recognize completion or handle an exception.

Ask the team to run a fresh example, find its status, explain a warning, and identify the right escalation contact.

Rehearse pausing a job, correcting an input, and returning to the manual process in a safe test environment.

Document why important choices were made, with owners and review triggers. Handover finishes when the team can operate, not merely when a document is delivered.

Original article explainer. AI-assisted conceptual illustration and neural narration; original synthesized music. Not a human recording or customer result.