The curriculum.
The equation, taught one variable at a time. By the end you can direct machines and own the verdict — and run the same equation on your team, your function, and your organisation.
One equation. Five modules.
The whole school is a single line, read one variable at a time — each on your own real work, not a toy brief.
- VModule 01
Set the verdict before the output
Name what good looks like before anything is made, and write intent a machine can act on. The only variable that needs no AI — and the one everything else hangs from.
- DModule 02
Make your work legible to machines
Get the data your work runs on reachable, trusted, and ready to act on — so the agents you direct have fuel, not friction.
- PModule 03
Hand the plumbing to the machine
Find the routine in your week and delegate it for good. Every point of process you offload is headroom returned to human work.
- HXModule 04
Design where human meets machine
Raise the quality of the interface between people and AI until the work is genuinely good — the denominator that decides whether everything above it counts.
- AIModule 05
Direct agents so the returns compound
Move from prompting a chatbot to directing agents — and build so AI multiplies what you make, month over month. The exponent on the whole line.
The capstoneFive modules earn the place on the ladder. The top credential is earned after — a real, directed, 90-day piece of work, reviewed against the public rubric. Evidence, not attendance.
Three models to read it by.
The equation is the what. These three models — the spine of the book — are the how you come to see your work differently.
The Expansion
Hand process to the machine and the human half of the work grows to fill the space.
The Inversion
The question flips — not what should I do for a living, but what should I live for.
The Ratio
Minimise the process you carry; maximise the human experience wrapped around it.
What you can do by the end.
The same equation, run at two scales. One rewires a person; the other rewires an organisation.
You become a Blank Collar
- Hand routine work to machines, and reclaim the hours for judgment.
- Brief a machine on real work and own the outcome, not rescue a draft.
- Judge AI output against a standard, and put your name on the verdict.
- Climb the ladder — operator, orchestrator, blank collar.
Your org runs on the equation
- Map the P/HX ratio across a team and find the plumbing to offload.
- Give the whole company real AI literacy — Article 4, with a soul.
- Certify managers as directors of machines, not approvers of rollouts.
- Cascade it — literacy for all, direction for the executive.
Where to start, and what comes next.
Nothing here is gated behind a sales call. Score yourself, read the layer that is free, then enrol when you are ready.
- 01
Score it
Run the Index — twenty questions, your equation scored, your archetype named.
Run the equation - 02
Read it
The Open Codex — field guides and worksheets to run the equation on your own work, free at the door.
Open the Codex - 03
Run it
A programme for individuals, or an engagement for the org — taught on your real work.
See the programmes - 04
Prove it
The capstone: a directed, 90-day piece of work, reviewed against the public rubric.
See the method
Read it. Then run it.
The curriculum is the book, applied — on your own work, against a rubric you can read.