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The Thesis · Field Report 003

AI Just Changed the Math for Small Business

For thirty years the big guys had tools you couldn't afford. That just ended. Most owners haven't noticed yet.

Chris · Roadside Towing & Recovery, Columbus OH · June 23, 2026 · ~6 min read

Here's a thing that was true my entire working life, right up until about a year ago: if you wanted custom software for your business, you needed money you didn't have. A developer was $100,000-plus a year. An agency wanted six figures and six months for anything real. So small operators didn't build. We rented. We paid the monthly tax to whatever vendor owned our category, and we lived with whatever they decided to ship.

That was the deal. The big companies had custom tools built exactly for how they worked. You and I had off-the-shelf software built for the average of ten thousand businesses that weren't quite ours. We competed at a permanent disadvantage and called it normal.

That deal is over. The math flipped, and almost nobody in our world has caught up to it.

What actually changed

The cost of building the tools your business needs dropped to near zero. Not "got cheaper." Near zero. The expensive part of software was never the idea — it was the army of people you needed to type it into existence. AI does the typing now. What it can't do is know your business. You know your business. That's the part that was always scarce, and it turns out it's the part that matters.

I'm not theorizing. I'm a tow company owner who can't write code, and I built a working operations platform with AI as my co-founder — the kind of thing my old vendor charged me $650 a month to half-deliver. If I can do that, the math has obviously changed. The only question left is who notices and who doesn't.

The hype is the problem, not the help

Every small business owner I know is getting buried in AI noise right now. LinkedIn gurus. Tools-of-the-day. Threads promising to "10x your business" that never once mention what business you're in. It's loud, it's constant, and it's almost entirely useless to someone who has trucks to roll or a shop to open.

So most owners do the rational thing: they tune it out. They decide it's a fad for tech people and get back to work. And I get it. But tuning out the hype and tuning out the capability are two different moves, and a lot of good operators are accidentally doing both.

You don't need a guru. You need a translator who's used this stuff in a business like yours.

Who this actually helps — and who it doesn't

Let me be honest, because honesty is the whole brand. This doesn't make you a software company overnight. It won't run your business for you. It won't fix a broken operation — it'll just make a broken operation move faster.

What it does is this:

  • It collapses the cost of the tools you need. The thing you used to rent or do without, you can now build or replace.
  • It hands you back hours. The writing, sorting, drafting, and documenting that eats an owner's day — most of it can move off your plate today.
  • It closes the gap with the big guys. Their advantage was custom tools and staff you couldn't match. That moat just got a lot shallower.

The owners who'll get crushed aren't the ones who lack the skill. The skill is learnable in an afternoon. They're the ones who decide it's not for them and keep paying the old tax while a competitor down the road quietly stops paying it.

The uncomfortable part

AI is going to teach every operator the new math eventually. The only choice you get is whether you learn it on your terms — a little ahead of the curve, with somebody who speaks your language — or whether it teaches you the hard way, when the competitor who figured it out first starts taking your contracts.

I'd rather you learn it the first way. That's the entire reason AI Survival School exists. Not to sell you on the future. To get you through it standing up.

New to this? Start with the post on exactly how I use AI before the trucks roll — four things, no theory.

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Get ahead of the math

AI Survival School teaches small business owners, blue-collar operators, and Main Street entrepreneurs to use AI for their actual job — in practice, not in theory. Workshops, cohorts, and a self-paced course. First cohort opens soon.

— Chris
Roadside Towing & Recovery · Blue Collar AI