The blog

Putting AI to work in property management, written for people who do the job.

Short, specific answers to the questions that actually come up in a property management office. Every piece is written from something we built and tested, not from a content calendar, so each one links to the agent or the record behind it.

From the 300+ companies this team has built agents for, across 780+ agents shipped.

Latest

Everything we have published so far

Three topics, growing as each new agent teaches us something worth writing down.

Owner communication

Why owners call about their statement, and how to stop it

The four questions behind almost every owner call, what answers each one, and the rule that stops an explanation making things worse.

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After-hours maintenance

What counts as an after-hours maintenance emergency?

A four-band standard you can write down once, and the one threshold you must not copy from anyone else.

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AI setup

Can AI read an AppFolio, Buildium or DoorLoop export?

Yes, and the export is the right starting point rather than a compromise. Which formats survive and which do not.

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By topic

What this blog covers, and what it does not

Owner communication

Statements, explanations, the calls they cause and the writing that prevents them. Feeds directly into the owner statement agent.

After-hours maintenance

Classification standards, what to escalate, what can wait, and where the jurisdictional lines sit. Feeds into the after-hours agent.

Getting your AI setup right

Exports, models, prompts, and the guards that stop a helpful tool inventing a number. The part most people skip and then blame the tool for.

What you will not find here: generic AI commentary. If a post does not come out of an agent we built, a document we read or a test we ran, it does not get written. That is also why the posts carry dates, because an answer about software behaviour goes stale.

Start with the free agent

Most of what is written here came out of building it. The owner statement agent is free, MIT licensed, and published with all 159 of its test runs.

Get the free agent

Or see every agent in the library.