EducationJune 15, 20263 min read

I Built a Pricing App Without Being a Programmer

By Jon Gaiter


I'm not a programmer. A year ago, if you'd told me I'd build a working app with my own hands, I'd have laughed. I don't write code, and I don't have a developer on call who can spend a few days building whatever's needed. So for most of my career, a custom tool meant one thing: pay someone thousands of dollars to build the one thing you need, and hope it comes back right.

That math changed for me last summer. I started working with AI, mostly from watching videos and just trying things, and I realized something. I didn't need to know how to code. I needed to understand the process well enough to direct the work and check the quality. AI could do the building as long as I steered it.

The first real tool

One of the first things I built was a pricing tool for a company we help. They already had a spreadsheet that worked, but it wasn't friendly out in the field. I figured I could probably turn it into an actual app someone could use on their phone, on site, and get a price on the spot instead of driving back to a computer.

So I started. And the part that surprised me was how it actually worked: I'd describe what I wanted, AI would build a version, I'd find what was wrong, and we'd fix it. Then I'd see another way to simplify it, and we'd do that. Over a bunch of small steps, it went from a clunky first try to something their team now uses to price jobs. Punch in the numbers, pick the options, get a good-better-best price right there.

I didn't write the code. I directed it and I checked it, over and over, until it was right.

Direct it, then check it

If there's a skill here, that's it. AI is fast, but it isn't wise. It'll happily build the wrong thing, confidently. The value isn't in the typing. It's in someone who understands the business pointing it at the right problem and catching where it goes off the rails.

That's actually good news for owners. You already have the part that's hard to replace: you know how your business really works. What used to stand between you and a custom tool was a developer and a budget. A lot of the time now, it's a clear head about what you actually need and the patience to keep checking the work.

I want to be straight, though: this isn't magic, and it isn't effort-free. The tools that work came from understanding the process first and then iterating, not from typing "build me an app" and walking away. If a tool promises to run your whole business on autopilot, be skeptical. There's more on where AI genuinely helps and where it doesn't if you want the honest version.

Why I bother

For me, all of this comes back to one thing: time. I've spent enough years around owners, and been one, to know the plate is never empty. The running joke is that you "only worked a half day," meaning twelve hours. Every tool I build is really me asking the same question on someone's behalf: how do we buy back some of that time?

That's the real promise of this stuff for a small business. Not robots taking over. Just the busywork getting handled so you get a few hours back for the work only you can do.

If you've got a process that's eating your time and you're wondering whether a tool could take it off your plate, that's exactly the kind of thing a free assessment is for.

Frequently asked questions

Do I need to learn to code to build tools with AI?
No. You need to understand the process well enough to direct the work and check that the result is right. AI handles the building. Your job is to steer it and do quality control, the same way a good manager doesn't do every task but knows when the work is done right.
Isn't AI going to just build the wrong thing?
It will if you don't direct it and check it. That's the whole point. AI is fast, not wise. The value comes from someone who understands the business pointing it at the right problem and catching where it goes sideways. That's the part people skip, and it's the part that matters most.

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