AI maintenance request triage.

What triage means for a property manager

Maintenance request triage is the first ten minutes of every repair job: working out what is wrong, how urgent it is, which property and owner it belongs to, who should fix it and who needs to be told. Tenants report the same leaking tap by email, text, portal form and voicemail, often with a blurry photo and two other issues in the same message. A triage workflow turns that into a clean, prioritised queue with the paperwork drafted, so the property manager spends their time on decisions rather than retyping.

This is close to the work Levy Street did for APL Property, where an internal agent handles routine administration such as email triage, records, orders and follow-up, with staff keeping the decisions. The Property Management Agent case describes that build.

How the workflow runs

Inputs

Tenant messages from email, SMS, portal forms and transcribed voicemail; attached photos; the property record (appliances, warranties, prior jobs); the approved contractor list; and each owner’s spending authority.

Systems

The property management system, a shared inbox, the contractors’ job system (often ServiceM8), SMS, and a model API with vision.

Steps

Split multi-issue messages; match each to a property and tenancy; classify trade and urgency; check warranty and recent jobs; pick a licensed contractor; draft the work order, tenant acknowledgement, entry notice and owner note; queue for approval.

Human review

The property manager approves every work order at first, decides responsibility and cost recovery, calls the owner on anything over authority, and personally handles urgent and safety items.

Outputs

A prioritised queue, drafted work orders and messages, and a tidy job record on the tenancy file.

Measures

Time to first response, time to contractor booked, urgent requests correctly flagged (checked weekly by sampling), repeat callouts, and tenant follow-up messages per job.

Risks

Under-calling urgent jobs, messages that imply blame, unlicensed trades on restricted work, and photos that capture tenants’ belongings.

Illustrative example: a Lower Hutt agency with 450 tenancies

Illustrative example, synthetic numbers: a Lower Hutt agency manages 450 tenancies and receives about 390 maintenance requests a month. Each takes about 12 minutes to triage by hand: read, phone or text the tenant, look up the property, choose a contractor, raise the order and update the owner.

The fee line assumes 6,000 input tokens per request (message, two photos, property record and contractor list) and 800 output tokens across three drafts, on Claude Sonnet 5.5 at US$2 per million input and US$10 per million output tokens, as listed on 19 October 2026. That is about US$0.02 a request. Speed to first response is the number tenants and owners notice, so measure it before and after.

Tenancy rules the queue must respect

• Urgency has a legal edge. Tenancy Services says that if disrepair is likely to cause injury to people or property, a tenant can have it repaired and the landlord must reimburse them, provided the tenant made reasonable attempts to tell the landlord first. A slow queue costs money as well as goodwill.
• Entry notice. Landlords and their contractors must give at least 24 hours’ notice to enter for repairs or maintenance, between 8am and 7pm. The workflow drafts the notice with the booking.
• Licensed trades. Tenancy Services expects licensed builders, electrical workers, plumbers, gasfitters and drainlayers where required. Keep licence details on the contractor record and block restricted work going elsewhere.
• Responsibility and limits. Tenants are not responsible for fair wear and tear, and careless damage liability is capped at four weeks’ rent or the insurance excess, whichever is lower. The system records facts; the property manager decides.
• Healthy homes. Requests about heating, dampness, draughts or extractor fans may touch the healthy homes standards. Route them to the person who holds the property’s compliance record.
• Privacy. The Privacy Commissioner’s guidance for landlords asks for no more personal information than needed. Do not forward tenant photos showing people or belongings to contractors unless the job needs them.

What the property manager decides

The property manager owns urgency overrides, who pays, whether to issue a 14-day notice to remedy, conversations with owners about spending, and any message to a tenant that is not routine. Our guide to agent permissions and approvals explains how to widen automatic dispatch step by step as evidence builds.

Where triage goes wrong

• Understated messages. “Small drip under the sink” can mean a rotting floor; “power keeps tripping” can be a fault. Treat water, power, gas, smoke alarm and security keywords as urgent until a person says otherwise.
• One message, three jobs. A tenant mentions the oven, a cracked window and a neighbour’s dog. Split before classifying, or two issues vanish.
• Flatmate duplicates. Three tenants report the same leak. Group by property and issue before raising orders.
• Stale authority. Owners change spending limits by email. Make the limit a field someone owns, not something the model infers.
• Blame in the wording. Drafts that say “caused by” invite disputes. Keep tenant messages factual.

Triage connects to the other two property workflows: inspection report drafting and tenancy document search. The property management sector guide and our AI agent development service cover the wider build.

Written by the Levy Street team in Wellington. Last updated 19 October 2026.