Steve Reaser
← All writing
April 29, 2026

Why Most Small Businesses Are Thinking About AI Wrong

AI isn't a product you buy. It's a capability you build. Here's what that distinction means for your business — and how to reframe the question entirely.

The most common question I get from small business owners is some version of: “What AI tool should I buy?”

It’s the wrong question. And the fact that so many people are asking it is why most AI experiments fail to move the needle.

What problem are you actually trying to solve?

When you buy accounting software, you buy a finished thing that does a specific job. You configure it, you use it, done.

AI doesn’t work that way. The tools are commodities — the same models, the same APIs, available to everyone. What’s not a commodity is knowing where in your business to apply them, how to integrate them into your workflow, and what will actually make your business work better.

The shiny tool trap

Here’s the pattern I see repeatedly:

  1. Owner reads about an AI tool that sounds useful
  2. They sign up, spend a weekend setting it up
  3. It works well enough in the demo, but doesn’t fit their current processes
  4. It sits unused by month two

The problem isn’t the tool. It’s that the owner started with the tool instead of the problem.

Start with the friction

The businesses I’ve seen get the most out of AI all started the same way: they identified a specific, painful, repetitive task — something stealing 5–10 hours a week from someone — and then went looking for a solution.

Not “let’s try AI,” but “we spend 8 hours a week manually entering invoice data. Is there a solution for that specific thing?”

That framing changes everything. It gives you a clear success condition. It makes ROI obvious. And it makes the evaluation criteria concrete: does this solve that problem, yes or no?

What this means for you

Before you look at another AI product:

  1. Write down your three biggest operational headaches. Not vague (“communication is hard”) but specific (“we miss 30% of after-hours calls and lose those leads”).

  2. Pick the one that’s most measurable. If you fixed it, you’d know — revenue goes up, hours go down, something changes in a way you can count.

  3. Then go looking for solutions. Now you’re a smart buyer, not a mark.

That’s the whole framework. It’s not complicated — it’s just a different order of operations than most people use.