AI, built around
the work.
Commercial real estate gives me plenty of problems worth solving. These projects explore the systems around the model: records, documents, calculations, and decisions.
An AI desk for brokerage.
Connecting the thread, the property, and the next decision before drafting a reply.
AI systemsIn development
From a conversation to a document.
A native document tool that turns conversational intake into editable fields.
AI + documentsPrototype
A valuation you can follow.
A Rust cash-flow model with visible assumptions and calculations outside the language model.
Financial softwarePrototype
A useful system should leave a trail.
What did it read? What did it infer? What happened next? Those questions guide how I build.
A reply, examined.
Read what was actually said.
Owner’s message
“We might consider selling next year. Send me a note in October.”
No asking price. No current instruction to sell.
An email is evidence. It is not the whole record.
Illustrated workflow · Fictional example