15+ years in commercial real estate

We build for real estate, not around it.

Generic AI vendors don’t know what a listing agreement is, why a lease renewal date matters, or why AI-generated client communication makes brokers nervous.

Book a callHow we work

Product screens are illustrative — every build is different.

Who’s behindthe work.

15+years in commercial real estate

A team of real estate and technology professionals. We’ve worked through the shift from paper files to CRMs, from phone-only lead handling to portals and WhatsApp, and now to AI. That experience is why we audit before we build, integrate rather than replace, and treat Fair Housing and data ownership as defaults.

Four principles.Every engagement.

The same four rules, whatever we build.

  1. We audit before we build.

    We map how your team works today before recommending anything.

  2. We integrate, not replace.

    We connect to the CRM, MLS, and tools you already use.

  3. You own your data.

    Exportable and auditable. The code is yours too.

  4. We stay on after launch.

    Optional support refines the build as your team changes.

What makesthis different.

Two things we do by default that generic AI vendors usually don’t.

Fair Housing–aware by default

Guardrails on every build.

Fair Housing–aware guardrails are on by default; compliance review scope is part of pricing.

Listing copyIllustrative

Tracked changes

Spacious 3-bedroom home in an ideal neighborhood for families with a fenced yard, walking distance for active buyers 0.4 miles from the train station.

  • 2 phrases replacedDescribe the property, not the buyer
    Suggested
  • Agent reviewAccept or edit before publishing
    Pending
  • GuardrailsOn by default
    On
  • Change logSaved with the listing
    Logged

Clean data before automation

Migration and cleanup first.

Automation on messy data spreads the mess. We clean and migrate CRM data before anything runs.

CRM cleanup · IllustrativeBefore automation

Duplicates merged · Dead leads archived

  • Jordan M.j.m@example.com
    Kept
  • Jordan Mjm@example.com
    Merged
  • Pine Ave listing3 records
    Merged
  • Oak Street leadMissing phone
    Fixed
  • Bay RoadStale status
    Updated

No bundled templates.One build, around your process.

What we don't do: one-size-fits-all bundled template packages.

Property types
Residential and commercial
Engagement model
Fixed-fee audit, then a fixed-price build
Data & code ownership
Yours — exportable and auditable
Typical timelines
Plugin 1–3 wks · Workflow or agent 2–4 wks · CRM 6–8 wks
Coverage
United States, remote-first

Real estate first.AI second.Always yours.

  • Audit before we build
  • Integrate, not replace
  • You own your data
  • We stay on after launch
Book a callor call (786) 998-3142