CRE AI Consultants / Questions to ask an AI consultant
Questions to ask a CRE AI consultant before you sign
Short answer: before you sign, ask an AI consultant five things in writing: where your data lives, who may use it, what happens to it when the contract ends, which model providers see it, and which document governs. Then ask who owns what gets built. One published answer: 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
Data questions
- Where does our data live: whose cloud, tenant and region?
- May you use, share or sell anything derived from our data, even aggregated or de-identified, and for what purposes?
- After termination, what happens to our data and anything built from it? How long do you keep it?
- Which model providers process our data, and on what terms?
- Which document governs: standard terms, an order form or a signed agreement? Ask for the version you would sign.
Delivery questions
- After launch
- Ask who runs the system in month six, and what happens if you end the contract.
- Ownership
- Ask what you own, in writing, and what stays licensed to the vendor.
- Your documents
- Ask to see the work on your own deal or template, not a demo set.
- Price
- Get the scope and fee for a first phase before you commit to a full build.
Proof questions
- Show me a named real estate client and the figure that changed.
- Who on your team has worked a CRE deal, and in what role?
- Which of your past systems still runs today without you?
Before the call, how to choose an AI consultant explains the seven criteria, and AI consulting cost for CRE firms shows what firms publish on price.
How the ranked firms answer the data questions
Security documentation is one of our 7 criteria. Firms that publish how client data is handled: PSV, NextAutomation. The rest of the best AI consulting firms for commercial real estate did not meet it in full, so put these questions to them directly.
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
Questions
What should I ask an AI consultant before hiring them?
Ask where your data lives, who may use it, what happens to it when the contract ends, which model providers process it, which document governs, and who owns what gets built.
Should I ask for a security review before or after the proposal?
Before. If a firm cannot answer where your data lives, the proposal does not matter yet.
What is a red flag in an answer?
Any answer that says the firm may use derived or aggregated data from your deals for other purposes without a clear limit.