Essay · The Intelligence Hub

Build the brain first. Then grow the hands.

Digital transformation is a long fight against disorder. The Intelligence Hub is the first thing we bring to that fight.

This essay in two and a half minutes.Narrated in Chinese, with English subtitles.

Chaos needs no reason

A veteran leaves, and the customers and know-how in their hands leave too.

Ask three people the same question, and you get three answers.

New hires depend entirely on veterans to show them the ropes, and how well that goes is down to luck.

None of this is because someone isn't trying. A desk left alone gets messier on its own; it never tidies itself. A company is the same. More people, more work, more years, and disorder grows naturally. Order doesn't.

At its core, digital transformation is the ongoing use of information systems to fight organizational entropy.

Why know-how doesn't stay

What a veteran takes with them when they leave is usually not what they wrote down, but the part they never wrote down.

In 1966, the philosopher Michael Polanyi put it in a famous line:

“We can know more than we can tell.”Michael Polanyi, The Tacit Dimension, 1966Catalog page

Follow that line further, and know-how in a company leaks away in four stages:

  1. 1We know more than we can tell;
  2. 2we can tell more than we actually say;
  3. 3we say more than ends up written down;
  4. 4and what isn't written down, AI can't read, so it can't help.

So the hard part was never whether each person can use AI tools. Anyone can buy the tools; an organization's memory can only be built up by the organization itself. The first job of the Intelligence Hub is to make those four stages leak a little less.

Most companies grow the hands first

Faced with disorder, the usual response is to add things: another piece of software, another tool, another hire, another policy. These are a company's “hands.”

There's nothing wrong with hands in themselves. The problem is that without one shared brain, the more hands you have, the harder they are to coordinate. Each tool handles its own piece, each person remembers their own part, and information is scattered between systems and between people. The disorder hasn't shrunk. It has just moved.

We argue for the reverse: build the brain first, and let the hands grow around it.

Hands first

Hands first: software, tools, people and policies scattered, tangled togetherSoftwareToolsPeoplePolicies
The more hands, the harder to coordinate

Brain first

Brain first: the Intelligence Hub at the center, with roles, tools and automation growing around itRolesToolsAutomationIntelligenceHubDivision of laborMemoryHabitsDiscretionContinuity
Hands grow around the brain

The Intelligence Hub is that brain

The Intelligence Hub gathers a company's experience, standard answers and ways of working in one place, written so AI can read and follow them. Everyone comes in through the same entry point and works with it.

It isn't a new piece of software or a new system. It's a way for people and AI to work together, growing inside the company's existing day-to-day operations.

You can borrow a view. You can't borrow judgment.

Once the Hub is built, two things happen in the company.

For every employee: whatever they do, they carry not just the part they remember, but the knowledge and standard answers the whole company has built up. Veterans' experience stays, newcomers can pick up where others left off, and the company speaks with one voice.

For the founder: AI brings knowledge and practice from outside your industry and can help you lay out your current organization and business to look at them afresh, suggesting where to adjust and where to expand. But the final call is always yours.

The ups and downs you've lived through in your industry, the mistakes you've made, your instinct for customers: outsiders don't have these, and neither does AI. AI lays out the options; the people who know the business choose. That, we believe, is the most sensible division of labor between people and AI.

What the brain is made of

A working brain needs five capabilities. Each one corresponds to a piece of configuration in the Hub that you can see and change.

Division of labor

Knowing who it is, what it should do, and what needs sign-off

Role workspaces: one configuration per role, setting out the role, its boundaries and its processes, so nothing is lost when the person or the device changes

Memory

Remembering the company's products, customers, suppliers and rules

A shared business knowledge base: standard answers move from individual heads into documents. Each answer exists as one original, so changing it in one place changes it everywhere

Habits

Doing recurring work well, the same way every time

Process Sheets: recurring work written as standard steps, so it doesn't drift whoever takes it on

Discretion

Knowing what must not be said and what must not be done

Red-line word lists and drafting rules: outward-facing writing is drafted by scenario, and a person reviews it before it goes out

Continuity

Picking up today where yesterday left off

Work logs and collaboration rules: an end-of-day log and a start-of-day read, so people working in parallel don't overwrite each other

One last thing isn't among the five, but it decides whether the five can last: in the end, the brain is maintained by the company's own team. We build it and teach you; we don't run it for you forever.

This has a cost

The Hub doesn't work just because you bought it. It asks the team to change a few habits:

  • After a discussion, write the conclusion down, not just leave it in the group chat or the meeting;
  • when a decision is made, write it up and say why;
  • when a practice changes, leave a record so whoever comes later knows what changed;
  • when something new comes up, write the feedback back into the Hub, not just keep it in your head.

All of this feels like a hassle at first. We say so clearly before we begin, because without changing habits, the Hub is just a pile of files no one reads.

Without a Hub, an organization can only deal with things by calling everyone together for a meeting. With one, everyone can draw on the whole company's knowledge and an AI helper as they work. The roles are still there, and so are the departments.

Where it comes from

This method comes from more than ten years of our founders' working lives, across digital assets, e-commerce, fintech and payments, and marketing. Having worked across different industries, we found that what decides how far a company can go is rarely any one tool. It's whether the company's experience can stay, be passed on, and be used by everyone.

The Intelligence Hub is our answer to that problem. We did it in our own company first, and now we hand this way of working on to more companies.

Disorder arrives on its own. Order has to be built by someone. The Intelligence Hub is the place in a company where order keeps being built.

What's next

Work with us

Want this brain to grow in your own company? Start with a diagnostic.