The biggest AI mistake businesses make

Hey,

I talk to a lot of business owners about AI, and almost all of them are making the same mistake. It’s not that they’re ignoring AI. It’s that they’re playing with it.

They’ve got someone on the team messing with ChatGPT. They tried an AI tool for a week. They watched a video about agents. Lots of motion, lots of subscriptions, and somehow none of it shows up in the numbers. Today I want to name that trap clearly, and show you what doing it right actually looks like.

IN THIS EMAIL

» The toy trap (why experiments don’t add up) » What “AI as a system” actually means » The one move that changes everything

🧪 The toy trap

Here’s what playing with AI looks like: random experiments, no ownership, nothing measured. Someone uses it to write an email here, generate an image there, and then everyone moves on. It feels productive. It’s basically a hobby with a monthly bill.

The reason it never pays off is that value doesn’t come from using AI occasionally. It comes from AI doing a specific, repeatable job, every single time, without anyone deciding to use it. A tool you reach for sometimes is a toy. A tool wired into how the work actually happens is a system. Same technology, completely different outcome.

Most businesses are stuck at “we use AI sometimes” and wondering why the ROI never shows up. It never shows up because nothing got systematized.

⚙️ What a system actually looks like

Pick one painful, repeating workflow. Not ten. One. The thing that eats hours every week and follows roughly the same steps each time, lead follow-up, content production, customer support replies, onboarding, reporting.

Then build AI into that one workflow end to end. Map the steps, decide which ones AI handles and which stay human, set it up so it runs the same way every time, and put a number on it, hours saved, leads caught, response time. Now it’s not an experiment, it’s infrastructure. It works whether or not anyone’s “feeling AI” that day.

Once that one workflow is solid and measured, you do the next one. That’s how real AI adoption looks, boring, specific, and compounding, not a graveyard of half-used tools.

🧠 The one move

If you take one thing from this: stop asking “how can we use AI?” and start asking “which one process should run on AI from now on?”

The first question gets you more toys. The second gets you a system. Pick the workflow that’s costing you the most time or the most leads, and commit to making that one thing run on autopilot before you touch anything else. Depth in one place beats dabbling in ten.

This week, just name it. What’s the one repeating process in your business that, if it ran itself, would free you up the most? You don’t have to build it today. You just have to stop spreading your attention across experiments and point it at one real thing.

• László

P.S. Turning “we play with AI” into “this part of our business runs on a system” is literally the job at Growth Lab Studios, one system instead of five vendors and a pile of subscriptions. If you’re ready for that, start here.

P.P.S. Want the back catalog? Every past issue lives in the newsletter archive.