ALL REAL ESTATE AGENTS USE CASES

Comp analysis in minutes

A good CMA wins listing appointments — and eats an evening per appointment in spreadsheet archaeology. The AI does the digging: it pulls comparable sales, adjusts for the differences, and drafts a clean analysis you can walk a seller through. Your judgment goes on top; the data assembly stops being your job.

A Day With This Running.

Not a product demo — a walk through what an ordinary day looks like once this is in place.

1
Tomorrow's listing appointment — tonight's input

You give it the address and anything the tax record won't know: 'renovated kitchen 2022, backs onto the train tracks.'

2
Minutes later — the draft CMA

Six comparable sales, adjustments for beds, baths, lot, condition, and the train tracks — laid out with the reasoning visible, not hidden in formulas.

3
You apply the judgment layer

You know the comp on Birch sold low because of the divorce. You adjust, annotate, and the CMA is yours — the AI assembled, you concluded.

4
At the table — a confident walkthrough

A clean, professional analysis you can defend line by line. Sellers hire the agent who shows their homework.

What Actually Changes.

Time per CMA

Before: An evening of spreadsheet archaeology

After: Twenty minutes of review and judgment

Listing appointments you can prep for per week

Before: 2–3 before the evenings run out

After: As many as you can book

Quality of the analysis

Before: Depends how late it got

After: Consistent — with your local judgment still the differentiator

What it saves, in one line: An evening of spreadsheet work per listing appointment becomes twenty minutes of review.

Simpler Than You'd Think.

No rip-and-replace, no new systems to learn, nothing goes live without your say-so. Here's the whole process:

  • We connect to your MLS data access and your preferred CMA format.
  • We tune the adjustment logic to your market — what a garage is worth in your zip code, not a national average.
  • Every CMA is a draft for your review; your name goes on your judgment, not the machine's.
PRIVATE & SELF-HOSTED AI
Your data never has to leave your control

Your pricing strategy and pipeline can run on private AI infrastructure we own and operate — your analysis, your clients, and your negotiating positions stay under your control. Learn more about Private AI →

Want this running in your business?

Tell us a bit about your business and we'll come back with honest, plain-English ideas about whether this fits — and what it would take. No jargon. No pressure. No obligation.

No jargon, no obligation — just a conversation.