Pelle Forsman

Aug 26, 2026 · first shared on LinkedIn

Give your business one list, and make everything read from it

Where does your price list actually live?

For most small businesses the honest answer is: in five places. The website, a spreadsheet, an old quote you keep reusing, the invoice template, and someone’s head.

Most days that is fine. Then one day you update one of them and forget the other four, and a customer gets quoted the old price. Nobody lied. Nobody was careless in any way they could point to. The business just disagreed with itself.

Why AI makes the five-copies problem worse, not better

Here is the part people miss when they bring AI into their business. An AI agent does not know which copy of a fact is the real one. It reads whatever it finds, and then it acts on it. Full speed, no doubt.

A tired employee at least has a chance of pausing. They might squint at the spreadsheet and think, this looks old, let me ask. Software will not squint. If the wrong number is in front of it, the wrong number is what goes into the quote, the reply, the post.

So the more work you hand to AI, the more expensive every duplicate copy of a fact becomes. Not because the AI is bad, but because it is fast and obedient, and it obeys whatever it happens to read.

What I changed in my own setup

I run my online business on a team of AI agents, and I just finished a long cleanup built on one rule: every fact gets exactly one home.

What each brand is called. What each part of the system is allowed to do. Which rules apply before anything goes public. All of that now lives in one list, and everything else reads from that list. No part keeps its own private copy anymore, not even a convenient one, because convenient copies are exactly how the five-places problem starts.

Think of it as the whiteboard in the kitchen. One place everyone checks, instead of five sticky notes that disagree.

How do you know the one list actually works?

There is a simple test, and it is the one I used: change one line, and watch what happens.

In the old world, changing a fact meant a scavenger hunt. Find every copy, fix every copy, hope you found them all. You never quite trust that you did.

In the new world, I changed one line in the list, and every part of the system that uses that fact followed. Nothing to hunt down, nothing left behind, because there was nothing else to update. That is the whole point. When a fact has one home, updating it is one action, not a project.

You can do this without any AI at all

This is not an AI trick, and you do not need my setup to copy it. It is just a discipline most businesses skip because copying a fact is always easier today and only expensive later.

Pick the facts that hurt when they drift: prices, opening hours, what you offer, the words you use to describe it. Give each one exactly one home. A single document, a single sheet, whatever you will actually maintain. Then make a rule that everything else, your website, your templates, your team, and one day your AI agents, reads from that home instead of keeping a copy.

If you are bringing AI into your business, start here, before the fancy stuff. An agent is only as right as the list you point it at.

I build AI agents that run all parts of my online business. Check them out at pelleforsman.com.

← All posts