Triaging property maintenance requests by urgency and cost

Facility managers receive mixed urgency tickets and struggle to dispatch limited technicians efficiently.

Problem

Tenant portals dump text and photos without structured priority; emergencies compete with cosmetic requests.

Managers read tickets, call tenants, and assign routes each morning.

SLA breaches on leaks and HVAC failures; wasted trips.

Multimodal triage can estimate urgency from text/photos and cluster jobs by building and skill.

Rare hazards still need conservative escalation.

Underestimating safety issues; tenant privacy in photos.

Rule-based categories and outsourced call centers.

Tenants miscategorize; call centers lack building context.

IFMA facility management technology trends
Notes AI triage as an emerging FM operations lever.

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