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Evidence only · Design stage

Facilities maintenance request triage assistant

See how one fictional evidence record changes an assessment that starts without a workbook.

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Context and problem

A specific task with a visible human boundary.

A fictional facilities team wants more consistent triage while keeping emergency response and all operational decisions with coordinators.

Manual triage takes a synthetic median of 42 minutes and 14% of requests are later moved to another queue.

Proposed AI task
Classify non-emergency requests, suggest urgency and routing, and draft a work order.
Human decision boundary
A coordinator controls every next step. Emergencies bypass AI, and the assistant cannot schedule or dispatch work.

Starting point

The input changes the strength of the report.

A short use-case narrative and one fictional supporting evidence record. No completed workbook is supplied.

Material governance questions

  • Can emergency bypass and no-dispatch controls be proven before a pilot?
  • What safety-critical recall and false-negative thresholds are required?
  • Are training, workload, escalation and immediate-stop procedures ready?

Representative findings

  • The synthetic baseline defines a measurable operational problem.
  • Human authority and the emergency bypass are explicit.
  • The proposed controls and thresholds have not yet been implemented or proven.

What remains uncertain

  • No assistant implementation or pilot result was supplied.
  • The synthetic baseline does not support a production decision.

Controls and conditions

  • Pass emergency-bypass and no-dispatch tests before supervised processing.
  • Require coordinator review for every suggested urgency and route.
  • Rehearse escalation, immediate pause and incident procedures.

Recommended next step

The report supports the next human decision.

Prepare a controlled pilot, but do not begin supervised processing until blocking controls pass.

Download the complete fictional assessment report (PDF)Open the complete worked example in AI Governance (sign-in required)Open the fictional facilities maintenance evidence (sign-in required)

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