Company brains / 10 Jun 2026

Making a company queryable

Every company wants the chatbot. The chatbot is step two. The first AI transformation is not a chatbot. It is making the work legible.

The real constraint

The models are not the bottleneck anymore. Context is.

Ask a frontier model a question about your business and it answers like a smart stranger. Not because it lacks ability, but because everything that makes your business yours is invisible to it:

The product truths live in the founder's head.
The pricing logic lives in an old email thread.
The tone lives in whoever has been answering customers the longest.
The decisions live nowhere at all.

A company like that cannot be helped by AI in any serious way. There is nothing for the intelligence to grip.

What queryable means

Queryable means the knowledge is written down, structured and retrievable. Plain text is enough. It does not need a platform.

Inside Evolve Skateboards this is a layer I call Company Brain. Markdown files holding the brand voice, the product catalogue, the routing rules, the postures for difficult situations and the decisions we have already made. Every agent reads from it before a model is ever invoked.

This is why one team can run agents for blogs, email, social comments, ads reporting and store operations without the agents contradicting each other. They are all reading the same brain.

It compounds

The best property of a knowledge layer is that it compounds. Every agent gets better when the layer improves, all at once. Write down one new product truth and the blog agent, the comment agent and the support agents all know it the same day.

You do not need to buy software for this

There is an industry forming around this idea, and most of it is unnecessary.

The expensive part is not storage or retrieval. The expensive part is judgement about what to write down. A folder of markdown files maintained by someone who understands the business beats an enterprise knowledge platform maintained by nobody.

Start embarrassingly small. Write down ten things: the decisions you keep re-explaining, the product facts that must never be wrong, the answers your team repeats every week. Here is a prompt to pull the first ones out of your own head.

Prompt you can use

I want to start a plain-text knowledge base for my business so AI tools stop answering like strangers.

Interview me to extract the first ten entries. Ask me one question at a time, and prioritise the things that:
- I find myself re-explaining to staff or contractors
- Would be expensive or embarrassing if an AI got them wrong
- Are answers my team repeats to customers every week

After each answer, write it back to me as a clean, self-contained markdown note with a short title, so I can paste it straight into a file. Keep going until we have ten solid entries, then list the next ten topics I should cover.

The rule

A company that can be queried can be automated. A company that lives in people's heads cannot.

Make the work legible first. Everything else gets easier.