ERW CommandAI

THE AI LEADERSHIP PROGRAMME

AI is not another IT project. It is your operating model.

20 Sessions · 25 Minutes Per Day · Four Weeks · Free · For sitting executives
Free, and open now  ·  no cohort dates, no deadlines, no card — sign in with your Google account and start
Coach Ritchie, the ERW AI assistant
Welcome

Hello — I am Coach Ritchie. I am the AI assistant for this programme. Ritchie Wingo built me, and your work is marked against the rubric he published; anything that falls below the mark to continue, he reviews himself, because that is the point at which a person needs help rather than a score. I am here for the moments in between, when a board paper is due on Thursday and you want to argue a point through with someone first.

Twenty sessions, twenty-five minutes a day, four weeks. This is not a course about how to write a prompt. It is about the thing almost every organisation is getting wrong at the top: treating AI as an IT project with a scope, a go-live and a handover, when what has actually arrived is a change in how the company decides. By 2027 that will not be an opinion. It will be visible in the numbers.

Every assignment is about your organisation, and every assignment comes back with a written letter — what you got right and why, and where something is thin, exactly where to look. You will never get back a bare score. By Session 20 you will hold a signed ninety-day charter for your own business, and the honest part is that most of the work is not the AI. It is naming owners, setting baselines, and saying out loud what your data is actually worth.

Ask me anything as you work and I will help you think it through, but I will not write your charter for you, and I switch myself off while you sit a quiz or an exam.

Coach RitchieERW AI Assistant · the programme is taught by Ritchie Wingo, who reviews every assignment marked below the pass

Start here — it takes about two minutes

There is nothing to buy and no licence key to redeem. You sign in with your Google account so that your work can be marked and returned to you, your progress page follows you between devices, and your certificate can be issued in your own name.

SIGN IN

With your Google account. Name, email, the organisation you work for and your role — that is the whole enrolment.

SESSION 1

Why AI is not another IT project. Nothing to install, nothing to prepare. Read, think, and write about your own company.

EVERY SESSION

Twenty-five minutes, then one written assignment. It is marked against a published rubric and comes back as a letter.

SESSION 20

You assemble and sign your charter, sit the final, and your gift is released.

Sign in and start — free →

Already started? Open my progress page →  ·  Just looking? Read Week 1 →

What you walk away able to do

This programme assumes you are not a technologist and do not intend to become one. It ends with you able to govern, fund, sequence and measure AI in a real organisation — and to tell, in one meeting, the difference between a programme that will pay and one that will quietly be defunded.

Classify it correctly

Say precisely why AI is an operating model rather than a project, and what that changes about budget, ownership and accountability.

Diagnose your own loop

Sense, decide, act, learn — find the stage where your organisation’s loop breaks, and price the break.

Fix the data question

Write a data contract: owner, definition, validation, threshold, reporting standard. Around the decision that matters, not the whole enterprise.

Govern autonomy

Place every system on the autonomy ladder, and grant a rung only when the control exists to hold it.

Fund the right things

Use the value–risk map and a weighted priority score to choose three initiatives — and defend what you parked.

Set the board scoreboard

Outcome metrics with a baseline, an owner and a cadence. Not models deployed, not people trained.

Run ninety days

Diagnose, design, launch. A pilot with an owner, a baseline and a number — or it is a demonstration.

Ask the questions

Show me the model inventory. Who owns this data. Where did this reported number come from. And expect real answers.

Who this is for

It is written forIt is not written for
Managing directors, chief executives, executive and non-executive directorsEngineers looking for model architecture or coding work — that is a different course
Functional heads — operations, finance, commercial, HSE, compliance, HR, IT — who will be asked to answer for AIAnyone wanting a certification badge without writing about their own organisation
Owners and founders of firms between 20 and 20,000 people, in any sectorPeople who want tool tutorials; we name tools rarely and deliberately
Regulators, lenders and investors who must judge someone else’s AI claimsAnyone expecting twenty minutes of video and a pass

What you leave with: the charter

This programme does not end in a folder of notes. Every session writes one section of a single document — your 90-Day AI Operating Model Charter — for the organisation you actually run. By Session 20 you assemble and sign it. Written properly, it is the paper you table at your next board or exco meeting.

WeekSections you write
Week 1
The Inflection
1. Section 1 — Where we are today: the honest classification and the one decision that matters most.
2. Section 2 — Our broken loop: the stage that fails, and what it costs.
3. Section 3 — The one data contract we will sign first.
4. Section 4 — Our autonomy ladder: what each system is allowed to touch.
5. Section 5 — Our value–risk map and the thing we will deliberately not do.
Week 2
The Operating Model
6. Section 6 — Our sequence: what we do first, second and not yet.
7. Section 7 — Our unit of value and the baseline we will measure against.
8. Section 8 — Our operating picture and the exceptions that will interrupt us.
9. Section 9 — Who owns this: sponsor, office, committee, data owners, decision rights.
10. Section 10 — Our twelve-pillar scorecard and the three foundations we will fix first.
Week 3
Trust, Control and the Board
11. Section 11 — Our governance standard: five controls, five signatures.
12. Section 12 — One reported number, traced: the gaps we must close.
13. Section 13 — Our safe-use standard and the boundary we will not cross.
14. Section 14 — Where we will allow agency, and the line we will never cross.
15. Section 15 — Our board scoreboard: metric, baseline, owner, cadence.
Week 4
The Ninety Days That Prove It
16. Section 16 — Our diagnostic findings and the value at stake.
17. Section 17 — Our ranked portfolio and the first three we will run.
18. Section 18 — Our first pilot charter, signed.
19. Section 19 — Our capability plan, partner test and pre-mortem.
20. The whole charter, assembled and signed.
Said plainly: the charter is only as good as the honesty you put in it. Every assignment asks about your real organisation — your real data, your real owners, your real losses. Write about a hypothetical company and you will pass nothing, because the rubrics ask for names, baselines and figures.

The gift, when you finish

This programme is free. Nothing is upsold to you inside it, and there is no paid tier hiding behind Session 20. When your capstone passes, I send you the following as thanks for the time you put in.

What you receiveWhat it isValue
The Intelligent Barrel — Digital EditionThe complete book behind this programme: the operating doctrine for AI, in full, with every framework you were taught and the chapters this course only had time to summarise.$39.99
The Reader’s ToolkitThe six frameworks on one executive reference sheet. Bonus one of three, included with the book.Included
The 90-Day AI Pilot Charter & PlaybookHow to scope a pilot that actually pays — the working template behind Session 18. Bonus two of three.Included
The Value–Risk Map & Autonomy PlaybookFund what pays, govern what bites — the working version of Sessions 4 and 5. Bonus three of three.Included
Certificate and reference letterA completion certificate and a reference letter from me naming the doctrine you were trained in and the charter you produced. Issued on a pass, not on attendance.The credential

How it reaches you. When Session 20 is marked at 70 or above, a single-use code is emailed to the Google address you signed in with. The code takes The Intelligent Barrel — Digital Edition plus its three executive bonuses, $39.99, to zero at checkout — you pay nothing and enter no card. The certificate and reference letter follow in the same week.

Why free? Two reasons, and I would rather state both. The first is that executive AI fluency is the first pillar of the doctrine, and a paywall in front of the first pillar is a contradiction. The second is commercial: this is the programme I want judged on its merits, because the people who finish it are the people who will know whether the rest of my work is worth their time. Nothing here is conditional on buying anything.

How this works

1 · Learn

One session a day, twenty-five minutes. Each one teaches a framework and makes you use it on your own business.

2 · Write

Every session ends in a written assignment — a diagnosis, a score, a contract, a charter section. Four hundred to nine hundred words.

3 · Get marked

Against the rubric printed under the assignment. A written letter comes back, usually within minutes.

4 · Sign the charter

Session 20 assembles nineteen sections into one document, then the final exam — three of whose questions are rebuilt from your own mistakes.

What happens when you submit

No mystery, and no waiting days for a mark. Here is the whole loop.

STEP 1You submit

One document per session — Word or Google Docs — with the first line reading Session: N. Your own organisation, your own figures.

STEP 2It is marked

Against that session’s published rubric, criterion by criterion. The same rubric every time, for everybody.

STEP 3A letter comes back

Not a score — a letter naming what holds up, what is asserted without evidence, and exactly where to look to fix it.

STEP 4It becomes a charter section

Your mark joins your progress page and the corrected section goes into your charter, so Session 20 is assembly rather than writing.

What a marked assignment looks like

An illustration of the letter format, using Session 17’s real rubric.

CommandAI — Session 17 — MarkedDesigning the operating model and choosing what to fund84 / 100
The rubric, criterion by criterion
CriterionAwarded
Six or more real candidates from the student's own organisation scored on all five criteria, with a justification for each value and readiness score30 / 30
Priority score computed with the exact weights, including the inverted risk term, and the arithmetic shown for at least two candidates22 / 30
Ranked portfolio with every candidate labelled quick win, foundation, big bet or park19 / 20
Names the first three under the Rule of Three, plus the excluded enthusiasm and the person who must be told13 / 20
What you did well
  • Your six candidates are real, and each one names the loss it addresses in your own units. That is the difference between a portfolio and a wish list, and you have it.
  • You scored readiness honestly. Two of your highest-value candidates scored 2 on readiness, and you did not quietly round them up to make the arithmetic agree with your instinct. That is the discipline the engine exists to enforce.
  • Parking the customer-facing assistant was the right call for the reason you gave — not that it lacks value, but that you cannot yet govern what it would say on your behalf.
Where to look
  • Your top-ranked initiative has no data owner. A business owner and a data owner are different people doing different jobs; name the second one before Day 1.
  • Two of your five baselines are described rather than measured — "roughly a week" and "significant". Before this becomes a pilot, put a number and a source against both, or you will have no way to claim the improvement.
  • You have four initiatives in the first wave. The Rule of Three exists because the fourth one is where attention goes to die. Cut it, or say which of the other three you are dropping.
Below 70? Work comes back with what to fix rather than a grade. Fix it, resubmit, and the new mark replaces the old one. Nothing about this programme is a trap.

The 20 sessions

Four weeks. Five sessions a week, twenty-five minutes each, at whatever pace your diary allows. Every session ends in one written assignment about your own organisation, and every assignment becomes a section of your charter.

Assessments

Nine papers, marked the moment you submit, every question returned with the reasoning behind it. Four pop quizzes of five questions, four practice exams of fifteen, and a fifteen-question final. You are never left to guess when to sit one: the session that opens a paper says so, prints the paper beside its assignment, and flags itself on the session tab — and your progress page always names the paper due now. Closed book, no notes, and Coach Ritchie switches himself off while you sit one. Pass mark 70 — and you may resit the practice papers as often as you like.

Pop Quiz 1 — The Precision Paper

5 questions · after Session 3

Practice Exam 1 — The Inflection

15 questions · after Session 5, closing Week 1

Pop Quiz 2 — Sequence and Visibility

5 questions · after Session 8

Practice Exam 2 — Midpoint

15 questions · after Session 10, the midpoint

Pop Quiz 3 — Governance and Defensibility

5 questions · after Session 13

Practice Exam 3 — Trust, Control and the Board

15 questions · after Session 15, closing Week 3

Pop Quiz 4 — The Ninety Days

5 questions · after Session 18

Practice Exam 4 — Full Syllabus

15 questions · after Session 19, before the final

Final Exam

15 questions · in Session 20

The Capstone — your 90-Day AI Operating Model Charter

Nineteen sections written one per session, assembled and signed in Session 20: a named first pilot, a baseline, an owner, a start date, and a one-page executive summary a board would accept. It is the document you take back to your own organisation.

Resources

The Doctrine Card

The whole programme on one printable page — the six frameworks, the twelve pillars, the ladder, the map, the weights, the gates and the scoreboard. Keep it beside you from Week 2.

Submission template

The document every assignment is written in — opens in Word or Google Docs, with the first line already correct.

Session 1, open to everyone

Read the first session before you sign in, and decide for yourself whether the rest is worth four weeks.

My progress & letters

Your marks, your letters, your charter sections and your paper results, in one place.

House rules

Questions people ask first

QuestionAnswer
Is it really free?Yes. No card, no key, no paid tier. The gift at the end is free too.
How much time, honestly?Twenty-five minutes of reading and thirty to sixty minutes of writing per session. Call it eight to ten hours over four weeks, and rather more if you do the capstone properly.
Do I need any technical background?None. You need a real organisation and the willingness to look at it honestly.
I am not in oil and gas. Does it apply?Yes. The doctrine is taught industry-neutral and every session carries the energy worked case beside a parallel outside energy — banking, manufacturing, telecoms, logistics, healthcare, retail, construction, the public sector.
Can my leadership team do it together?Yes, and it works better that way — but each person signs in and submits their own work, because the charter is only useful if it is argued over.
What if I miss a week?Nothing happens. There are no cohort dates and no deadlines. Your progress waits for you.
Who marks it?It is marked against R. Wingo’s published rubric, criterion by criterion, the same way every time. Anything that comes out below the mark to continue, he reviews himself before it reaches you — that is the moment you need a person, not a score. Coach Ritchie helps you think; he does not mark and he does not write your charter.