Insights
Field notes from building real-world AI.
How we think about deploying agents into real estate and construction. Written by the team that builds and maintains the systems, not a marketing department.
- 01Operating layerMay 12, 20266 min read
The chat window is the wrong place to run a project
General-purpose AI assistants are impressive in a demo and useless on a deadline. The reason is structural: they have no record of your project. Here is what real estate and construction teams actually need instead.
Read - 02ConstructionApril 28, 20267 min read
Reading the job site: vision agents and progress you can trust
Cameras and drones already capture the job site. The hard part is turning that footage into progress the field and office both believe. The answer is grounding vision in scope, schedule, and evidence.
Read - 03Model progressionApril 9, 20265 min read
Your AI gets better while you sleep
When the underlying model improves, a well-built workflow should get sharper without a rebuild or a repurchase. That is only true if the system was designed to be model-agnostic from the start.
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