Free property operations tool

NYC maintenance ticket urgency classifier.

Q: Should this tool make final dispatch decisions?

No. The tool is a public demonstration of triage logic. A production workflow should use portfolio-specific rules and keep a human approval step before dispatch.

Paste a tenant maintenance message and see a first-pass urgency score, issue category, response window, and suggested super/vendor route. This is the public version of the triage logic shown in the YOUNYC property-management console.

Play the full console How it works

Try a message

9.2Urgency score

12 minFirst response window

Plumbing / ElectricalLikely category

Route: super + plumber + electrician Critical liability: active water intrusion plus electrical exposure. Ask the building super to inspect first and prepare licensed trade backup.

How the classifier works

Urgency comes from hazard language, resident context, and operational route.

A maintenance ticket urgency classifier should not only label the issue. It should explain why the ticket is risky, what response window is reasonable, which resident/building context is needed, and who should be routed first.

Hazard detection

Water near electric fixtures
No heat during cold weather
Elevator access or entrapment language
Mold, repeat complaints, or habitability language

Context needed

Resident identity, unit, and building
Assigned super or building contact
Preferred vendor by trade
Open ticket and compliance history

Output

Urgency and SLA
Category and route
Tenant safety language
Super/vendor dispatch draft

Related workflow pages

Go deeper on the property operations workflow.

Full triage consoleInteractive beginning-to-end workflow. AI maintenance triageApproval-console pattern for property managers. Request routingResident context, intake, and message handling. Vendor dispatchSuper, vendor, ETA, and approval routing. No-heat triageHeat-season complaint workflow for NYC portfolios.

FAQ

Maintenance ticket urgency classifier FAQ.

What does a maintenance ticket urgency classifier do?

It reads a tenant maintenance message, detects hazard language, classifies the issue category, estimates urgency, suggests a response window, and identifies what resident, building, super, or vendor context is needed next.

Should this tool make final dispatch decisions?

No. This public tool demonstrates triage logic. A production workflow should use portfolio-specific rules and keep a human approval step before dispatch.