How to be the next AI native company?
Every business a firm runs (winning work, delivering it, invoicing it, closing the books) already produces information all day long. Today it stops inside the tool it was created in. Connect one shared memory to all of them and the same information comes back as finished work.
The firm’s operating system: one memory, wired to every tool
The value of a firm is the sum of these five
Its people, its method, its client history, its procedures and its reach. That is the whole asset. Written down, connected and run by AI, it stops being fourteen private archives and becomes one thing the firm actually owns: optimisation potential becomes visible instead of anecdotal, delivery gets faster, quality stops tracking seniority, and the whole thing is transferable.
A language model is capacity, not competence. It is the brain of a newborn, not a colleague.
Some children are born with more of it, some with less. Here we are lucky: the one we get is close to the best available, and in plenty of narrow things already sharper than we are.
But what a brain becomes was never decided by the brain. It is decided by the environment it grows up in: what it is told about itself, what it is shown, what it is taught, what it is allowed to touch.
So the work is not the model. The work is the upbringing. And we already know how to do that: it is exactly how a firm onboards a new intern.
Who am I?
The first thing anyone joining a firm has to learn: their own name on the door, and whose name they are writing under.
An about-me file for every colleague: background, position, responsibilities, and the admin detail nobody wants to look up twice: entity, tax number, contacts, authority.
Plus a communication-style file, trained from that person's own past mails and conversations and written into a skill. The point is simple: the output has to feel like they wrote it, or they will rewrite it, and then nothing was saved.
Where do I work?
Day two of any onboarding: what this company actually is, and how it makes money.
What the firm does and where it sits, the legal and administrative facts, the service lines and the offering behind each one.
The rate card and what we actually charge, how we scope and price. And who our clients are: the CRM, in the same place as everything else.
What has already happened?
The part an intern normally picks up by osmosis over a year. This is the memory itself.
Every meeting note. Every mail chain. Every project and what was delivered in it, when, to whom, and what was decided on the way.
This is the region that grows fastest and pays back hardest, and the one with walls: a search can never cross from one client to another.
How do I do the job?
Knowing who you are, where you work and what the project is still doesn't tell you how to run it.
Anything we do, and anything we would coach a colleague through, can be written into a skill: when to use it, what it needs, the method step by step, what "good" looks like.
And a skill has an eval built in. Feedback after a delivery is not lost in a review call; it is written back into the skill, so the next run is better. This is the difference between an intern who improves and one who repeats the same mistake for a year.
What may I touch?
On a building site the new hire is handed a trowel, a van and a key. Ours are applications.
An about-me file for every colleague: background, position, responsibilities, and the admin detail nobody wants to look up twice: entity, tax number, contacts, authority.
From that moment it is an extension of your hand, and your job changes shape: you are the project manager. You brief, you review, you approve. Nothing leaves without you.
Every firm can buy the same model. Nobody can buy the upbringing: the voices, the method, the client history, the corrections. That is the only part that compounds, and it is the part we own. Which is also the point: this memory is not admin, it is the firm's IP. The method, the relationships and the judgement, finally written down in one place, and therefore, for the first time, something that can be valued, sold or handed over rather than something that leaves at 6pm.