Before you hire an AI partner, ask these questions

The wrong AI partner costs more than no partner. You pay the fee and the tool they picked, then you keep paying for the months your team spends learning a product no one fitted to the job.

I run a firm that sells AI consulting to mid-market companies, so an article from me arguing that you need help is worth what you paid for it. Read this the other way round: how to avoid the wrong partner, and how to hold Yellow Brick to the same screen.

Two kinds of partner, one of them expensive

An AI partner does one of two jobs. The first is procurement: pick the vendor, configure the product, train your staff on its features, send the invoice. The second is the workflow: sit with the person who does the job, write down what a right answer looks like, build the automation on that definition, and hand it to your team with a rule for reviewing the output.

The first produces a tool. The second produces a working process with a tool inside it. Both get sold under the same title at similar day rates, and the proposals look alike. The questions below separate them in the first meeting.

Seven questions, and the answers to listen for

1. Which workflow are we starting with, and who owns its output today? A good answer has a name and a monthly volume. A bad answer has a platform roadmap.

2. What does a wrong answer look like in that workflow, and where does it go? Listen for an exception path and a reviewer. A partner who has not thought about wrong answers has not thought about production.

3. What will you train our staff on, the workflow or the tool? A feature tour is the bad answer. The good answer describes the job the person will do on Monday.

4. What do we own when you leave? The written process, the specifications, the configuration, the access and the logs. If the answer is a subscription, you are buying a tool with a partner attached.

5. What did you reuse from the last time you built this, and can we see it on this call? Components that exist can be opened. A methodology cannot.

6. What is the run cost after go-live, per month, and who receives the model bill? A partner who cannot price the run cost is pricing the build and leaving you the surprise.

7. What would make you tell us to stop? A partner with no stop rule sells hours. A good answer names a condition: accuracy below a threshold at week four, or a data source that turns out not to exist.

Score the answers. Four or more good answers and you are talking to a workflow partner. Fewer, and you are talking to procurement, which is fine if procurement is what you need and a waste of money if it is not.

Ask Yellow Brick the same seven

I would rather lose a first meeting on these questions than win it on a deck. If I cannot answer the first question with a name before the meeting ends, walk. If the run cost is missing from the proposal, ask why. If the stop rule is missing, add one and make me sign it. The screen is the same for my firm as for any other.

What the market says, as a check

GTIA surveyed 520 SMB and microbusiness decision-makers, and Sharon Florentine, manager and research analyst at GTIA, published the findings on August 27, 2026. Source facts:

• 50% already work with a strategic partner or IT service provider on AI initiatives.
• 84% report positive business impact from AI tools.
• The top two challenges tie at 38%: training employees to use AI effectively, and identifying the right AI tools for business needs.

Florentine's summary is that SMBs are "not buying into the hype and taking a measured approach." My read of the 38% pair is that training and tool selection are one failure seen from two ends, and that it is what procurement looks like when you needed the workflow. That is my interpretation, not a finding of the survey. The 50% number says half the market has decided this is a team sport. The seven questions are how the other half avoids learning that the expensive way.

Before the first meeting

Pick the workflow with the highest monthly volume where a wrong answer is obvious within a day. Name the person who owns its output. Write one paragraph, in that person's words, on what "correct" means.

Then take the seven questions into the meeting. A partner worth hiring answers them without checking with anyone.

If you are in a partner conversation now, send me their answers to the seven questions and I will tell you which kind of partner you are talking to, including when the honest answer is that you do not need one.