The assignment
What the broker actually asked.
Commercial real estate AI proof · Receipts · Limits
Don't take the claim's word for it.
Proof for commercial real estate AI is not a wall of logos or a number without a denominator. It is an assignment, the evidence used, the alternatives considered, the artifact returned, the human decision, and a result that can survive inspection.
Proof standard
Seven things every public case must show.
The evidence
Sources, dates, confidence, and limits.
The rejects
What was considered and ruled out.
The artifact
What arrived on the broker's desk.
The exception
What remained uncertain or blocked.
The decision
Where the human judgment entered.
The result
Only a measured, reproducible outcome.
Current proof boundary
A real foundation. A designed public story.
This site direction combines live product components, local evaluation pipelines, designed workflows, and concept-level fleet architecture. Every case must disclose which is which. Nothing becomes “live” because it looks finished in a browser.
No synthetic case metrics.Illustrative property names and interface states remain labeled until a sanitized, permissioned assignment replaces them.
First proof package
What the launch needs before it makes a splash.
One complete pursuit story
A sanitized search from objective through ranked call plan, with receipts and rejected alternatives.
One governed document story
An inbound LOI transformed into a term graph, issues, economics, response projection, and human review card.
One honest walkthrough
Aaron narrates where the system helped, where it was uncertain, what he changed, and why.
PRIVATE BROKER BETA
Bring us the next proof case.
Tell us the recurring broker assignment you wish one system could carry from evidence to prepared decision.