The Journal

The edge of AI for real property operations.

A publication for people who run properties and want to understand what AI and technology are making possible — before the rest of the industry catches up.

Research, field notes, systems, tools and lessons from inside real operations.

Article / 003 · 15 Sep 2026 8 min read

The survey was right about every pipe it saw

It never said which ones it hadn’t. What a contractor needs to know before the next visit, and why the fix starts with the record.

We filmed 60 percent of the risers in a 1948 building and decided to replace all of them. The 40 percent we skipped were the ones replaced in 2009. The problem was not the survey. It was that nothing in the record said where the survey had stopped.

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Article / 002 · 10 Sep 2026 9 min read

There is no best AI tool

We use more AI tools than ever. We find the question of which one is best less and less useful.

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