CRE AI Consultants / How to choose a CRE AI consultant
How to choose an AI consultant for commercial real estate
Short answer: choose an AI consultant that focuses on CRE, has deal practitioners on the team, builds in your own environment, trains your people, and publishes results, security practices and prices. No firm we scored meets all 7 in full; the most any meets is 6. For example, The Company Brain can run in PSV-managed cloud, a dedicated single-tenant environment, or the client's own cloud or VPC, bound to its SSO. Source: pacificsoftwareventures.com/company-brain, checked Oct 3, 2026
A five-step way to choose
Write down what you need built
Name the document or workflow, such as rent roll intake or broker opinions of value, and the person who owns it today.
Pick the two criteria you cannot give up
Use the seven below. Most firms need two or three, not all seven.
Shortlist firms that meet both in full
Use the scorecard. A mark of "in part" means the firm's pages show some of it; ask for the rest in writing.
Put the data questions to each firm
Use questions to ask an AI consultant before any proposal.
Compare price last
Use AI consulting cost for CRE firms to put published prices side by side.
Who meets which criterion
Show firms that meet, in full:
Press the criteria you cannot give up. Firms that do not meet all of them in full fade back.
| Firm | CRE focus | Practitioners | Your environment | Training | Case studies | Security docs | Pricing |
|---|---|---|---|---|---|---|---|
| 1 PSV | Yes | Yes | Yes | Yes | Yes: three studies | Yes; SOC 2 in progress | Consulting yes; builds quoted |
| 2 AI Consulting Network | Yes | Yes | Yes: client's stack | Yes | Yes: a client story | Not published | Call and retainer |
| 3 NextAutomation | Yes | AI roles at real estate firms | Yes | Yes | Yes: five stories | Yes | Engagement-based |
| 4 AI for CRE Collective | Yes | Yes | Team-owned playbooks | Yes: three formats | Named testimonials | Not published | One of three programs |
| 5 CRE AI Studio | Yes | Yes | Builds, then hands off | Yes | Its own totals | Not published | Memberships only |
| 6 GowerCrowd | Yes: sponsors | Yes | Says it builds systems | Yes | Testimonials by description | Not published | Accelerator only |
| 7 SFAI Labs | Multi-industry | Yes: a CRE adviser | Builds custom systems | Yes: workshops | Yes: three case studies | Not published | Market ranges only |
| 8 Ascendix | Yes: real estate software | Real estate software team | Builds systems | Not published | Yes: case studies | Not published | Products, not consulting |
| 9 Innovation Vista | Multi-industry | Former CRE IT leaders | Advice only, it states | Not published | Listed by initials | Not published | Yes: monthly bands |
In fullIn partNoNot published
CRE is the focus
The test: Real estate is the firm's stated focus, not one sector among many.
A firm that works across many industries has to learn what a rent roll, a BOV or a loan sizing memo is on your time. A CRE-focused firm already speaks the language and has seen the documents.
Meets it in full: PSV, AI Consulting Network, NextAutomation, AI for CRE Collective, CRE AI Studio, GowerCrowd, Ascendix.
Practitioners on the team
The test: A named leader or adviser has worked CRE deals: investment, brokerage, lending or transaction law.
Someone who has underwritten or brokered deals knows where a model breaks and which numbers a senior partner checks first. That judgement decides whether an AI workflow is trusted or quietly ignored.
Meets it in full: PSV, AI Consulting Network, AI for CRE Collective, CRE AI Studio, GowerCrowd, SFAI Labs.
Builds in your environment
The test: It builds systems that run in your own stack or cloud, and you own the result.
If the system runs in the consultant's own tool, you rent it. If it runs in your stack or cloud and you own it, it stays when the engagement ends.
Meets it in full: PSV, AI Consulting Network, NextAutomation.
Trains your team
The test: Training your people to run the work is part of the offer.
An AI project can stall after launch when nobody on the team owns it. Training is how the work keeps running after the consultant leaves.
Meets it in full: PSV, AI Consulting Network, NextAutomation, AI for CRE Collective, CRE AI Studio, GowerCrowd, SFAI Labs.
Named case studies, with numbers
The test: It publishes client stories or case studies for named real estate clients, with figures. Names without figures count as partly.
Named clients with figures are the closest thing to proof a buyer can check. A logo wall without numbers says less.
Meets it in full: PSV, AI Consulting Network, NextAutomation, SFAI Labs, Ascendix.
Security documentation
The test: It publishes how client data is handled and where the work runs.
Deal data is confidential. A published account of where data goes and where the work runs saves weeks of security review.
Meets it in full: PSV, NextAutomation.
Published pricing
The test: It publishes prices for what it sells. Some priced and some by quote counts as partly.
Published prices let you budget before the first call and compare firms on the same footing.
Meets it in full: Innovation Vista.
Worked through with the scored firms
An investment firm that picks "builds in your environment" and "security documentation" is left with: PSV, NextAutomation. A brokerage that picks "practitioners on the team" and "trains your team" is left with: PSV, AI Consulting Network, AI for CRE Collective, CRE AI Studio, GowerCrowd, SFAI Labs. Change the two criteria and the shortlist changes; that is the point of scoring them separately.
Red flags
- The firm will not say where your data lives or which model providers see it.
- The system runs only in the consultant's own tool, with no plan for what happens when the engagement ends.
- Case studies name no client and carry no figure.
- The price is "by quote" with no range, scope or fixed-fee option offered.
A quick way to use this
Write down the two criteria you cannot give up. An investment firm might pick "builds in your environment" and "security documentation"; a brokerage might pick "practitioners on the team" and "trains your team". Then shortlist only firms that meet both in full, and compare price last.
Questions
How do I choose an AI consultant for a commercial real estate firm?
Pick the two criteria you cannot give up, shortlist firms that meet both in full, put the data questions to each, and compare price last.
Should a CRE firm hire a general AI consultancy?
It can, but expect to spend time teaching the firm your documents and workflows. A CRE-focused firm starts from the deal.
What is the single most important criterion?
Whether you own what gets built. A system that lives in the consultant's tool has to be rented for as long as you use it.