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Notes from the team on AI in commercial real estate: what CRE teams are actually building, what works, and where the data still breaks.

Latest posts

26 aug 2026

Data sovereignty for CRE owners

An operator's case for owning your own numbers. Marc Everett, COO of S2 Capital, on why the system of record will not hand them over, and the four terms that belong in your next management agreement.

26 aug 2026

Why AI stalls in commercial real estate

Most CRE teams do not have an AI problem. They have a data problem wearing an AI costume. What actually has to be true before any of this works.

19 aug 2026

What to build first

The first app you build sets the tone for whether your team adopts the tool or forgets it. Four starting points that tend to stick, and one that never does.

What we write about

Practical notes rather than think-pieces: how CRE teams are putting AI to work, what breaks when the data is messy, and what we are learning building the product. The Learn glossary covers the underlying CRE fundamentals, and Playgrounds vs generic AI lays out the positioning argument in full.

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