A practice of solutions engineers, in service of commercial real estate.
Considered AI for the people who own and operate real assets.
We aren't a SaaS. We aren't a consultancy. We're a small team of senior engineers who embed with CRE operators and ship production AI on the stack you already run — Yardi, MRI, Argus, VTS — not slideware, and not yet-another-platform you have to adopt.
A practice, not a product.
Most of what gets called "AI for real estate" is either a wrapper around a chatbot or a venture-backed platform that asks you to abandon the systems you already trust. Neither fits how serious operators actually work.
We took a different posture. A small group of senior engineers, working in residency with a handful of CRE firms each year. We learn the moves of your asset, leasing, and acquisitions teams; we automate the parts that don't need a human in the loop; and we ship to production on the stack you already run.
The work is quieter than the marketing in our industry suggests it should be. We prefer it that way.
— the practice
Three lanes of work, all in production.
i. — Deploy
Production AI on your existing stack
Integrated with the systems your team already trusts — Yardi, MRI, Argus, VTS, RealPage, Salesforce. We build it; you own it. No vendor lock-in, no rip-and-replace.
ii. — Embed
Engineers in residence with your teams
Senior engineers sit alongside your asset managers, leasing agents, and acquisitions teams. We learn the workflow as practiced, then automate it carefully.
iii. — Steward
An ongoing relationship, not a project
We remain on as your AI operating partner. Evaluations, monitoring, new use cases as your portfolio evolves. Measured on systems live, not hours billed.
— what we ship
Concrete systems, not abstractions.
Acquisitions
Deal screening & underwriting copilots
Triage inbound deal flow against your investment criteria. Auto-extract rent rolls, T-12s, and offering memorandums into your model template.
Asset management
Lease abstraction & clause intelligence
Abstract executed leases into structured fields with citation links. Flag renewal options, escalations, exclusives, and co-tenancy triggers automatically.
Leasing
Rent-comp synthesis & market intelligence
Continuously ingest broker reports, public filings, and your internal comps to maintain a live market view by submarket and product type.
Tenant relations
Tenant communications & maintenance triage
Route, classify, and respond to tenant requests across email and portal. Escalate the 10% that need humans; handle the 90% that don't.
Portfolio operations
Variance & anomaly monitoring
Detect anomalies across budget vs. actual, occupancy, collections, and CAM reconciliation. Surface what an asset manager would catch — at portfolio scale.
Custom
Whatever your team needs next
Every portfolio has its own highest-leverage use case. Most of our best work begins as a conversation with a frustrated asset manager. We listen for that.
We work across
— the engagement
A diagnostic, a deployment, then the long work.
Diagnose
We map your data, your workflows, and your deal flow. Together we surface the highest-leverage use case — the one that moves NOI or lease velocity, not the one that demos well in a partner meeting.
Deploy
We ship the first system to production. Usually deal screening, lease abstraction, or rent-comp synthesis. On your stack, in your environment, owned by you on day one.
Steward
We stay on. New use case shipped each cycle. Continuous evaluations, monitoring, and retraining run in the background. The relationship lengthens as your portfolio does.
— how we hold ourselves
Four operating principles.
Production or it didn't happen.
A demo is not a deliverable. We measure ourselves on systems live in your environment, used daily by your team, contributing to your numbers.
Your stack, not ours.
We integrate with Yardi, MRI, Argus, VTS, RealPage, Salesforce — the systems you already trust. We will never ask you to migrate to a platform we control.
Evaluation before scale.
Every model in production has continuous evaluations. We know when it drifts. We know what it gets wrong. We tell you before you ask.
Quiet over loud.
We don't publish hot takes about agents replacing brokers. We ship working systems, write careful documentation, and let the work compound.
Let's begin a quiet conversation.
Thirty minutes. We'll show you, candidly, where AI moves the needle on your portfolio — and where it doesn't. No deck. No pitch. Just a conversation.
Email hello@cre-ai-team.com →