AI property inspections: from unit walk to repair list

AI property inspections take the photos, notes and voice memos from a unit walk and turn them into a finished report, a repair list and work orders. The AI helps most after the walk: writing up findings, flagging damage in photos and comparing move-out to move-in. A person still decides what's damage, who pays, and what gets fixed first.

If you manage units, co-op homes or a block, the inspection itself isn't usually the slow part. The slow part is everything after it. Retyping notes, matching photos to rooms, writing the tenant letter, raising the jobs. That's where this guide focuses.

Quick answer

• What the AI does well: turns notes and voice into a structured report, flags possible damage in photos, compares move-in to move-out, drafts repair lists and work orders.
• What it doesn't do: decide responsibility, set deposit deductions, or replace the inspector's judgment. Most vendors say so in their own docs.
• Where to start: the inspection you do most often. For most portfolios that's move-out.
• Biggest win: a repair list that's split by who's responsible and ready to send the same day.

What can AI property inspections actually do?

Here's what the current tools say they do, in their own words. I've kept it to what's published.

Notice the pattern. Three of the four spell out that a person reviews what the AI finds. That's the right call, and I'd be suspicious of any tool that says otherwise.

Where does the time actually go in a unit inspection?

Think about a normal move-out. Your maintenance lead walks the unit with a clipboard or a generic app. Kitchen, bathroom, two bedrooms, hallway, balcony. Maybe 30 to 40 photos.

Then the real work starts back at the office:

1. Match photos to rooms and items.
2. Write up each finding in plain words.
3. Decide what's wear and tear and what's damage.
4. Split the list: tenant's or member's responsibility vs. yours.
5. Write the letter or deposit claim.
6. Raise work orders for your own items.
7. File it all against the unit.

Steps 1, 2, 5, 6 and 7 are admin. Steps 3 and 4 are judgment. AI is good at the admin and should stay out of the judgment.

Example calculation: what the write-up costs you

These are example inputs, not benchmarks. Plug in your own.

If the report and repair list are built on site, most of those 45 minutes go away. The bigger gain usually isn't the $450. It's the repair list going out the same day instead of next week, while the unit is still empty and the turn clock is running.

How to set up an AI inspection workflow, step by step

This is the process we use when we build inspection systems. It works whether you buy a tool or have one built.

Step 1: Start from your own forms

Don't adopt a generic checklist. Take the forms your team already uses, the room list, your condition codes (OK, damaged, missing, leaking, needs cleaning) and your wording. Staff shouldn't learn a new way of inspecting. Just a faster way of recording it.

Step 2: Add a responsibility column to every item

This is the step most setups skip. Every line gets marked: resident, landlord or co-op, or "decide later." That one column is what lets the repair list build itself.

Step 3: Capture on site, in one pass

Photo, a quick note or voice memo, condition code, responsibility. Done before you leave the room. Make sure the app works offline. Basements and stairwells don't have signal.

Step 4: Let the AI draft, then review

The AI writes up each finding, tags photos to items and flags anything it thinks you missed. The inspector reviews on the spot and approves. Nothing goes to a resident without that approval.

Step 5: Generate two lists, not one

• Resident repair list: what they need to fix or will be charged for, with photos and the move-in comparison.
• Internal work orders: your items, grouped by trade so one plumber visit clears every plumbing item.

Step 6: Re-inspect against the same record

When you go back, reopen the same inspection. Before and after sit side by side. No retyping, no "which version is current?"

Step 7: Report across the portfolio

Once every inspection lands in one place, you can answer the board's favorite question in seconds: which units still have open items, and for how long?

Which inspections should you automate first?

Don't do everything at once. Pick by volume and by what's riding on the paperwork.

My opinion: if you turn fewer than 5 units a month, a good template and a phone camera will do. The AI write-up starts paying off once inspections stack up faster than one person can type them.

Why move-in and move-out evidence matters so much

Deposit disputes come down to evidence. In the UK, the TDS statistical briefing for 2021-22 found cleaning was a factor in half of all deposit disputes in England and Wales (Property Industry Eye). Cleaning is exactly the kind of thing that's hard to prove without dated photos of the same spot at move-in.

That's why a move-in inspection done properly is worth more than any AI feature. The AI comparison is only as good as the move-in record it compares against.

What compliance rules make inspection records matter more?

Two current examples, one on each side of the Atlantic:

• England, social housing: Awaab's Law came into force on 27 October 2025 for social landlords. Significant hazards must be investigated within 10 working days, and emergency hazards investigated and made safe within 24 hours (Clyde & Co). If your damp and mould findings live in a binder, hitting those clocks is hard.
• US, HUD-assisted housing: NSPIRE has applied to public housing since July 1, 2023. The voucher program's compliance date was pushed to February 1, 2027 (NLIHC).

In both cases, the hard part is the paper trail: when you found it, when you told the resident, when it was fixed. A digital inspection with timestamps gives you that trail without extra work.

What to ask before you buy an inspection app

• Can it use our forms, condition codes and wording?
• Is there a responsibility field on every item?
• Does it work offline?
• Can it compare move-out to move-in automatically?
• Do work orders go into the maintenance system we already use?
• Does a person approve every report before it's shared?
• Can we export all our data, photos included, if we leave?
• Does it handle non-unit inspections like playgrounds, fences and lights?

If a vendor can't show you the first two in a demo, keep looking.

Where Trilix fits

We build inspection systems around the forms a property manager or co-op already uses. For an Ontario housing co-op, we replaced paper binders with one system for unit, playground, fence, tap and lighting inspections, with repair lists split by responsibility. You can read how that works in the housing co-op inspections case study.

If you'd rather see the bigger picture first, our property management and co-op page covers inspections, notices and reporting. The automation underneath is the same workflow automation we use in other industries.