AI should do the grunt work, not pretend to be the judge.

The planned AI layer stays assistive. It summarizes, flags uncertainty, and turns tool outputs into next-step memos. It does not auto-value, auto-rank people, or make housing decisions for you.

Planned AI Tools

Listing Copilot

PlannedPro

Turn a saved analysis into a short memo with risks, missing facts, and follow-up questions.

Inspection Summary

Planned

Collapse a long report into major systems, cost buckets, and negotiation questions.

Loan Estimate Explainer

Planned

Translate lender jargon into plain cost tradeoffs without pretending one choice is always best.

Guardrails

• Use structured tool outputs as the source of truth.
• Echo missing facts and uncertainty instead of hiding them.
• Never auto-approve, auto-deny, or rank people in housing decisions.
• Never present one AI answer as objective truth.

Track AI Launches

Get a note when Listing Copilot and grounded decision memos go live.