Maintenance triage can route routine requests, but an AI classification must never become the reason an emergency waits for attention.

A request marked routine may still need urgent human attention. Routing a job is different from giving safety advice remotely.

Publish a real escalation route before introducing classification. Give every request an owner, a next action, and a visible handoff.

Review cases incorrectly treated as routine, not only cases the model labeled urgent. Check how staff can correct the route.

Use the assistant to organize work within clear boundaries. The emergency path must remain usable without trusting its prediction.

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