Most of what your business does shouldn't need you.
The Company Brain: a private AI system, connected to the tools your team already uses, that answers any question about your business in seconds — with sources shown.
- 55% → 95% answer accuracy
- Forbes 30 Under 30
- Founder of clir.ai
Why your team wastes hours searching for information it already has
Your knowledge is in people's heads and in tools that disagree. Somewhere in your company, the answer to almost every question already exists. Finding it is the problem.
- A simple question takes half a day. "What did we actually agree with this supplier?" Someone opens the drive, then the mail, then asks two people who were in the room.
- One person is the bottleneck. Whoever has been there longest answers questions all day. When they take two weeks off, decisions wait for them.
- Two systems, two numbers. The CRM says one thing, the spreadsheet says another. Nobody is certain which is right, so someone checks by hand.
- The same meeting every week. Half of it is people reading each other numbers that a system already knows.
- New hires take months to become useful. Not because the work is hard, but because nothing is written down anywhere they can find it.
- You are the search engine. Questions land on your desk that have nothing to do with your job, because you are the fastest way to an answer.
None of this shows up as a line in your accounts. It shows up as your most expensive people spending their day looking things up.
Why rolling out ChatGPT does not fix company knowledge
The plan everyone reaches for is to give the team AI. Ask ten companies your size how they intend to fix this and you get three answers.
- "We'll roll out ChatGPT." Buy the licences, send a note explaining that everyone should use it, and let people work out the rest.
- "There's a tool for that." An AI search box, an AI notetaker, an AI assistant bolted onto the one system the vendor happens to sell.
- "We'll bring someone in." An agency runs a project for three months, delivers a pilot and a slide deck, and hands it over.
It is a reasonable plan. It is the most common plan in companies your size right now. Parts of it even help a little.
It does not fix the problem you have.
You have an access problem, not an intelligence problem
You are treating a knowledge problem as a tool problem. The market believes the missing piece is intelligence. It isn't. The models are already good enough. The missing piece is access.
- ChatGPT knows the internet. It does not know you. It has never read your contracts, your project history or your numbers. Ask it about your business and it produces something plausible. It cannot show you a source, because it does not have one.
- A tool bolted onto one system can only see that system. Your answer lives across five. The assistant inside your drive cannot tell you what the CRM says, and the one inside your CRM has never seen the contract.
- A pilot is not a system. It works in the demo, on last quarter's export. Six months later nobody owns it, the data has moved on, and the questions go back to the person who knows.
You have been buying intelligence. What you are short of is access.
There is a side-by-side version of this comparison in private AI vs ChatGPT, including the cases where the general chatbot is genuinely the right answer.
That is why none of it stuck. Every one of those answers leaves your knowledge exactly where it was: scattered across tools, disconnected from itself, and contradicting itself on the numbers that matter.
Scattered, disconnected, contradictory: the three causes
Three things are true about your knowledge. The cause is not that your people are disorganised. It is that no system was ever responsible for the whole picture.
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01
It is scattered.
The answer to one ordinary question sits partly in the drive, partly in a mail thread, partly in the project tool and partly in someone's memory. No single place holds it, so every lookup becomes a small search project — and the person doing the searching is usually the person who can least afford the hour.
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02
It is disconnected.
Each tool is an island with its own login and its own logic. None of them can answer a question that needs two of them — and most questions worth asking need three. "Which of our biggest customers has an open complaint and a renewal this quarter?" is three systems and a human.
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03
It contradicts itself.
The same number lives in several systems, maintained by several people, updated at different times. Nothing says which one is official. So a human decides, every time, and the decision is not written down — which means the next person decides again.
- Decisions wait for a person, not for information. The information was ready. The person was in a meeting.
- Knowledge leaves when people leave. Every departure takes a piece of the company that was never written down.
- Your senior people run a lookup service. You pay senior salaries for the work of a search box.
- Every new hire relearns what the company already knows. Onboarding is measured in months because the knowledge transfer is verbal.
- It gets worse as you grow. Every new person, tool, office and market adds another island. The problem scales faster than the company does.
None of this is solved by working harder or by buying a smarter model. It is solved by connecting the knowledge — once, properly, with rules about which source wins.
A private AI system that answers any question about your business
We call it the Company Brain. One private system that reads what your company already has, and answers in plain language with its sources shown.
It arrives as one package with three parts. They only work together, so they ship together. If you want the plain definition first, see what a private AI system is.
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part one · the brain
A private assistant that knows your business.
It runs on infrastructure that belongs to you — not a public chatbot, not a shared account. The whole team uses it through a simple chat window, in the words they already use. It answers from your own documents and systems, and every answer shows the sources it came from, so anyone can check it in one click. Access follows the role: people see only what they are allowed to see, and the brain enforces that on every answer. It can also watch instead of wait — tell it to flag a project running past its date or an invoice going unpaid, and it notifies the right person without being asked.
What changes: the question that took half a day takes ten seconds, and the answer comes with a receipt.
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part two · the connections
Read-only links to the tools you already run.
Drive, email, calendar, spreadsheets, project tool, CRM. Each connection runs through the official channel that provider supports — no scraping, no shared passwords, no copies of your data sitting somewhere you cannot see. And every connection is read-only. The brain can look. It can never change, move or delete anything, which means the worst case is a wrong answer, never a wrong action.
What changes: the islands become one surface, and a question that needs three systems gets one answer.
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part three · one version of the truth
Rules that decide which system is right.
Two systems will disagree about the same number. Before anything goes live we agree which system is official for which number — this one owns revenue, that one owns headcount, this one owns the delivery date. From then on those conflicts resolve themselves, silently, on every answer. The rare case that stays genuinely unclear goes to one named person, not to a meeting.
What changes: nobody arbitrates numbers by hand any more, and two people asking the same question get the same answer.
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01
Consultation call.
We go through your business department by department and mark where AI pays off and where it doesn't. You keep that map, whether or not we work together.
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02
Security review.
Before a single tool is connected: what data exists, who is allowed to see it, where it may live, and who signs off. Nothing is connected until that is settled in writing.
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03
Build and connect.
The brain goes up on your infrastructure. Your tools are connected read-only, one at a time. The rules for which source wins are put in place and tested against real questions from your own team.
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04
Workshop at go-live.
A hands-on session with your whole team, not a demo. Everyone brings their own real questions and sees their own real answers. People use it the same day, which is the only adoption that counts.
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05
You run on it. We keep it running.
Documents change, tools get swapped, people join. The brain stays current, and the rules get updated as the business does.
- Answers in seconds instead of meetings. The lookup stops being a task.
- Knowledge stops depending on who is in the room. The company remembers, not the individual.
- One number, one answer, one source. Nobody arbitrates by hand.
- Senior time flows back to senior work. The people you pay most stop working as a search box.
- New people get up to speed in days. They can ask the company directly instead of interrupting a colleague.
- A foundation, not a dead end. Once the knowledge is connected, automation can be added on top, module by module.
The system, the data, and every account belong to you. If we ever part ways, your brain keeps running — on infrastructure you control.
From 55% to over 95% answer accuracy
Systems like this, already built. The Company Brain grew out of retrieval systems built for companies whose answers had to be right. Two of them, in their own words.
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case · legal knowledge
An expert system that had to be right.
A legal expert system built on the company's own documents, so answers came from their material rather than from a model's general knowledge. Accuracy was measured, not assumed.
Andreas built us a legal expert system using RAG. He took our answer accuracy from 55% to over 95%. Technical depth and analytical approach were the difference. Daniel Schaffeld — Weyv Technologies
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case · company knowledge platform
A knowledge platform, delivered on time.
A retrieval-based knowledge platform built on the company's own material, with answer quality measured systematically rather than taken on trust.
Expert-level knowledge and strong problem-solving. He delivered a RAG-based knowledge platform on time and was systematic about measuring its quality. Valentin Frossard — FP Digital Solutions
Software since the age of twelve. Computer science, then mechanical engineering, then AI research and production systems. Founder of clir.ai, where we patented distributed AI, raised six-figure funding, and shipped on-device models running a hundred times faster than the textbook implementation.
- Forbes 30 Under 30
- Founder of clir.ai
Who this is for: companies of ten or more, or $1M+ in revenue
Is this you? The live calls are open to anyone building a business. The Company Brain is more selective. Most of this work is with companies in the USA and the UAE.
A fit if
- You have a team of ten or more, or more than a million a year in revenue.
- Your team works in English, partly or fully remote.
- You make the decisions, and you want this changed now.
Not a fit if
- You are just starting out.
- You are looking for a magic quick fix.
- You want to rent a tool rather than own a system.
- Twenty minutes. Your business, department by department, and where the slow answers are.
- You leave with the map. Where AI pays off in your company and where it doesn't — yours to keep either way.
- No pitch. If it isn't a fit, you get a straight answer and a suggestion for what to try instead.
Common questions about a private AI system
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What is a private AI system, and how is it different from ChatGPT?
ChatGPT knows the internet. It does not know you. It has never read your contracts, your project history or your numbers, so when you ask it about your business it produces something plausible and cannot show you a source. A private AI system runs on infrastructure that belongs to you and answers from your own documents and systems, with the sources shown on every answer.
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Where does our data live, and who can see it?
On infrastructure that belongs to you — not a public chatbot, not a shared account. Access follows the role: people see only what they are already allowed to see, and the system enforces that on every answer.
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Which of our tools can it connect to?
Drive, email, calendar, spreadsheets, project tool and CRM. Each connection runs through the official channel that provider supports — no scraping, no shared passwords, and no copies of your data sitting somewhere you cannot see.
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Can it change or delete anything in our systems?
No. Every connection is read-only. It can look; it can never change, move or delete anything. The worst case is a wrong answer, never a wrong action.
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What happens when two systems disagree about the same number?
Before anything goes live we agree which system is official for which number — this one owns revenue, that one owns headcount, this one owns the delivery date. From then on those conflicts resolve themselves on every answer. The rare case that stays genuinely unclear goes to one named person, not to a meeting.
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What happens if we stop working together?
The system, the data and every account belong to you. If we ever part ways, your Company Brain keeps running — on infrastructure you control.
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What size of company is this for?
Companies with a team of ten or more, or more than a million a year in revenue, where the team works in English. Most of this work is with companies in the USA and the UAE. If you are just starting out, the free live call is the better place to begin.
Book a consultation call.
A short conversation about your business and where a Company Brain would pay off. Up to 20 minutes. No pitch, no pressure.
Book a consultation call