Hire the wrong contractor to build a fence and you find out in a season: it leans, it rots, the gate won't latch. Hire the wrong AI consulting firm and you often don't find out until six months and a few thousand dollars in, when the "transformation roadmap" is still a slide deck and nothing in your business actually runs differently. This is a short guide to telling the two kinds of firms apart before you sign anything.
What an AI consulting firm is supposed to do
Strip away the buzzwords and the job is simple: find the manual, repetitive work eating your team's week, build a working fix for it, and make sure your people can run that fix without a consultant standing over their shoulder. That's it. Everything else, the frameworks, the maturity models, the roadmap decks, is either in service of that or it's padding.
A good firm treats your business like a plot of ground, not a blank canvas. They start by walking it: what's already growing, what's choking the beds, what's worth planting first. They don't show up with a template built for a different business and try to make it fit yours.
Five questions to ask before you hire one
- What will I have in hand by week two? A real answer names a specific, working thing: a drafted workflow, a working automation, a tool in use. A vague answer ("a discovery document," "a roadmap") means the firm's first deliverable is more meetings.
- Is this fixed-fee and fixed-length, or open-ended? Open-ended "transformation" retainers are hard to measure and easy to extend past the point they're earning their keep. A project with a start date, an end date, and a fixed cost puts the risk on the firm proposing the work, not on you.
- Where does a person review the output before it reaches a client? Anyone proposing to automate client-facing work without a named human checkpoint hasn't thought through what happens when the AI gets it wrong. It will, sometimes. The question is whether someone catches it first.
- What happens to this work if I don't hire you again? You want tools and workflows that live in your business, not in the consultant's head. If the honest answer is "it stops working," you haven't bought a capability, you've rented one.
- Who on my team will be able to run this without you, and how soon? The goal of good consulting is to make itself optional. A firm that's vague here may be building a dependency, not a capability.
Good answers to all five are specific, not reassuring. Reassurance is cheap. Specifics are what you're paying for.
Red flags worth walking away from
- The pitch is about the model, not your bottleneck. If the call spends more time on which AI they use than on the task eating your Tuesdays, they're selling technology, not a result.
- Nobody asks what you've already tried. A firm that skips straight to a proposal without asking what's failed before isn't diagnosing, it's templating.
- The timeline has no end. "We'll keep iterating" sounds collaborative. It can also mean there's no point at which the engagement is finished and judged.
- They can't point to a comparable client result. Not a logo wall, a specific before-and-after: this task used to take four hours, now it takes twenty minutes, here's roughly how.
Why a fixed-fee, time-boxed first engagement works better
This is the whole idea behind Groundwork, our entry engagement at Cedar & Loam. Four weeks, four stages, and you know the cost on day one: Map the work actually worth automating, Plant the first working version of the fix, Root it into how your team really operates day to day, and Grow from there only if the first season earned a second one. No slide deck promising transformation. A working result, in your hands, inside a month, with a fixed bill.
If a firm you're evaluating can't describe their process in language that specific, that's useful information too.
If you're comparing firms right now
Print the five questions above and ask every firm on your shortlist the same way. The ones who answer plainly, with dates and names and specifics, are the ones worth a longer conversation. If you'd like to put Cedar & Loam on that shortlist, or just want a second opinion on a proposal that's already on your desk, we're glad to talk it through. Proudly based in Kansas City. Say hello.