AI systems and products for real estate, built around how you actually run.
Inbound leads, listings, client updates, and deal paperwork — one studio ships the engine underneath and the product surface your agents open daily.
THE FRICTION
You're losing time and revenue in predictable places
The specifics change between operators. The friction points don't.
Leads go cold overnight
Inbound enquiries arrive outside business hours. By morning, the prospect has already talked to someone faster.
Estimated leak: lost commissions
Listing intelligence is manual
Comps, price moves, and inventory changes live in alerts your team does not have time to read.
Estimated leak: pricing and positioning
Client updates fall through
Milestone messages — offer accepted, inspection, closing — are inconsistent when agents are in the field.
Estimated leak: trust and referrals
Deal docs sit in inboxes
Transaction paperwork state is tracked in threads, not a system. Deals stall silently.
Estimated leak: cycle time
Pipeline visibility is weak
Brokers lack one surface for lead source, stage, and next action across the team.
Estimated leak: broker oversight
Follow-ups slip
Counterparties and leads need scheduled, tracked follow-up — not sticky notes.
Estimated leak: conversion
THE MACHINE
The operational lifecycle of a real estate operation
Before we talk about AI, we map the machine.
Lead capture
How demand enters your world.
Listings & market
How you price and position.
Client comms
How you keep parties aligned.
Portfolio & reporting
How leadership steers.
INFRASTRUCTURE + PRODUCT
AI runs the work. People make the calls. The product ties it together.
AI handles
- · Inbound lead qualification and routing in minutes
- · Comparable listing and price-move monitoring
- · Drafting milestone client updates for approval
- · Document and transaction state tracking
- · Scheduled follow-up reminders and logging
Your team handles
- · Negotiation and relationship judgment
- · Pricing and offer strategy
- · Legal and compliance sign-off
- · Anything irreversible — human approval first
And all of it lives in a product designed to be opened — not a spreadsheet, not an admin panel. Built to the standard behind a major bank's mobile app.
WHAT WE BUILD
What we actually build
Lead Response Automation
Qualifies, summarizes, and routes inbound leads day or night — with context for the agent.
Outcome: Lead Inbox + Routing
Listing & Market Watch
Monitors comparables, price moves, and inventory relevant to your farm area.
Outcome: Market Intelligence Feed
Client/Tenant Comms Engine
Milestone-driven, plain-language updates with one-click approve before send.
Outcome: Comms Workflow
Document & Transaction Tracker
Tracks paperwork state across a deal so nothing dies in email.
Outcome: Transaction Tracker
Portfolio/Reporting Dashboard
Unifies leads, listings, and pipeline in one designed surface.
Outcome: Broker Dashboard
Follow-up Engine
Scheduled, tracked follow-ups across leads and counterparties.
Outcome: Follow-Up System
IN PRODUCTION
Intake automation — same architecture class
We have shipped high-volume intake and routing systems in production — the same pattern as real-estate lead qualification.
An end-to-end intake platform: high-volume inputs, intelligent routing, and scoring — built as infrastructure with a product surface operators actually use.
YOUR STACK
Fits into the stack you already run
Additive integrations — no rip-and-replace mandate.
CRM & leads
Listings
Transactions
Comms
HOW WE THINK
How we think about AI inside a real estate team
Infrastructure and product
Speed-to-lead automation without a dashboard agents trust does not stick.
Accuracy is the floor
Wrong comp or client detail in a draft is worse than no message — we design for approval.
Fit beats novelty
We work inside your CRM and transaction tools, not a parallel universe.
Humans on judgment
Offers, negotiations, and sensitive client situations stay with licensed humans.
FAQ
Questions from real estate teams
Yes — additively. We connect to common real-estate CRMs and inboxes; we do not replace your system of record.
Both — scoped to your lead volume and the first workflow that removes the biggest bottleneck.
You do — your repos and your cloud from day one.
Diagnostic first, then outcome-scoped build work — discussed on a call, not a public price list.
Often lead response or follow-up automation live in weeks before expanding.
Ready to put AI to work in your real estate operation?
Map your AI opportunity — we'll align on the first system worth shipping.