How to choose an AI consultant for your real estate firm
An AI consultant for real estate scopes, builds, and ideally operates AI workflows inside a property firm's existing systems. The market got crowded fast, and most of the crowd has never run a building. This guide gives you the evaluation criteria we would use if we were buying.
Three questions filter the field fast: What did you ship into production, and can I talk to the operator who uses it? Whose stack does it run on when the engagement ends? Who pays when the model changes and the workflow breaks?
The red flags
Roadmap sellers, who leave a deck and an invoice but nothing running. Demo-ware, which works in the meeting and dies on contact with your actual rent roll. Vendors whose stack you rent, where leaving them means losing the system. And anyone who cannot name the specific tools in their last three deployments.
What a fair engagement looks like
Named tools and deliverables in the SOW. A setup fee plus a monthly management fee tied to an operating metric, not open-ended hourly billing. Your team trained on the system, your data in your accounts, and a playbook you keep if you walk away.
When a managed AI service is the wrong fit
If you have in-house engineers who want to own the build, buy advisory hours instead of a managed service. If your process is genuinely unique and undocumented, fix the process first; automating chaos yields faster chaos. And if the workflow touches fewer than a few hours a week, a spreadsheet is still the right technology. An honest consultant will tell you which case you are in on the first call.
The consultant who tells you where AI will not help is the one to trust with the places it will.
— Kevin Krone, founder, Real Estate AI Studio; formerly asset management at Related Companies
Common questions.
How much does AI consulting cost for a property firm?
The honest shape is a scoped setup fee plus a monthly management fee per workflow. Be suspicious of open-ended hourly engagements with no operating metric attached.
How fast should a first workflow go live?
Weeks, not quarters. A first workflow that takes a quarter is a scoping failure.
Should we start with a strategy phase?
A short one, attached to a build. Strategy decks without a shipped workflow are where budgets go to die.
What should we ask for references on?
Production systems running today, in your asset class, with the operator who uses them weekly.
Talk through your workflow.
Thirty minutes, no deck. Bring the workflow that eats the most analyst time and we will tell you honestly whether AI moves it.
Book a 30 minute discovery call
Last updated July 2026 · Written by Kevin Krone, founder, formerly asset management at Related Companies across a $1.5B portfolio.