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AI strategy adviser: the rules before the tools.

Most AI strategies answer what to build, buy and deploy, and the firms that sell that answer it well. Few answer the question underneath: which decisions the machines may make, which stay with people, who answers for each, and what the people must remain capable of so that the humans in charge still are. That half comes first, and it decides whether you are still in control.

Rahim Hirji advises chief executives, boards and leadership teams, in person worldwide and online. He is an independent advisor on AI and human judgement, the author of SuperSkills (Kogan Page, 2026), and has run, grown, bought and advised businesses with AI in them. He also speaks, to boards, leadership teams and conferences. He founded the skills platform EtonX, later acquired by Eton College, and led Quizlet’s international growth across more than 60 countries.

Published, broadcast and bylinedPublished by Kogan Page, part of Hachette UK  ·  Reviewed in Director, the Institute of Directors’ magazine, one of its top picks for Q4 2026  ·  A regular commentator on AI for the BBC, including the World Service and Radio 5 Live  ·  Bylined in the New York Observer and The European Business Review  ·  The record

Five steps, in the order most clients take them

Every one of these ends with something written that a board can hold you to: which decisions the machines may make, who can stop each one, and how you would know if it went wrong. That is what you are buying: control you can show, rather than advice you have heard.

The Executive Read. A short anonymous survey of your executive team before anything else happens. What they can no longer do unaided, who would notice if a system were wrong, how often anyone has overridden one, and what would still be possible if it stopped. Bought on its own, and the cheapest way to find out whether there is anything here worth your time. How it works.

A second opinion on your AI strategy. Send me the strategy you have built and two working days later you have an independent written view: the assumptions I would challenge, the decisions that lack a clear owner, and the three things I would put back in front of the executive team. A fixed fee, agreed before you send anything, and most are four figures. I sign your NDA first if you want one. Send it to rahim@thesuperskills.com.

Rules Before Tools. One day with the executive team. You leave with the organisation’s rules written in the room’s own words: the decisions AI may inform, recommend and execute, and the ones it may never own. Ask about a date.

The Drift versus Design review. Across a function or the whole organisation. A written view of where you are designing the relationship between your people and these systems, and where you are drifting into one. Four steps: diagnose, map, design, commit. The instrument.

Standing advisor. Monthly. The trusted second opinion as the decisions arrive, and a written brief each month on what has changed and what it means for you. A handful at a time, never more. How it works.

For boards: a briefing, a written view on one decision, or a non-voting seat held over a period. Board advisory

Assignments are scoped one at a time, and most are five-figure. Retainers are monthly, and I take on no more than three or four at once.

The five named instruments behind all of this, in the order they are used, are at the instruments. All five are published in full and none of them needs me to run it.

Rahim Hirji speaking with a microphone in front of a projected slide showing the SuperSkills Ladder
The SuperSkills Ladder, mid-session

Rules before tools

The argument was set out in Rules Before Tools in August 2025: four layers, ten rules, and the instruction to write the rules before another tool is bought, because tools slot into a system that has been designed and fall out of one that has not. A year on, McKinsey’s survey of 1,491 organisations found the two things most associated with profit from generative AI were the chief executive owning the rules and the redesign of workflows, held by 28 and 21 per cent.

An independent second opinion on the strategy you have built

Send me your AI strategy. I sell no software, take no vendor’s money and will not build anything, so nothing in the read depends on what you decide.

The read takes two working days for a fixed fee, as above. It is private, and it ends with a list rather than a proposal. Send it to rahim@thesuperskills.com.

If it is urgent, send your mobile number and how soon you need a reply: within the hour, within six hours, or today. Same address, subject line “Please call me”, and I will call or WhatsApp you in UK working hours.

The Rules Before Tools session

A day with the chief executive and the executive team, applying the ten rules to this organisation. The morning maps the decisions the organisation makes and marks each one: the machine may inform, recommend or execute, or it may never own it. The afternoon puts a name against each, decides what the organisation keeps practising unaided so that somebody can still tell when the machine is wrong, and settles how the disagreement rate will be measured.

The output is the rules, written in the executive team’s own words, which a board can then hold the executive to.

That written list is the organisation’s custody list: what you have decided not to delegate, settled before the tools arrive. Ask for it by name and you will know whether a session will produce one.

I have done this job

I am not an AI engineer. I have run, grown, bought and advised businesses with AI in them: growing a business by putting AI to work across it, leading the acquisition of an AI company and directing it afterwards, scaling a business whose thesis rested on what AI could do with its data, and advising early-stage AI-first companies I cannot name. The fuller record is at AI adviser to CEOs and boards.

What sits outside it

No Copilot rollout, no AI roadmap, no vendor selection, no model choice, no agent deployment, no data architecture. Those are real disciplines, done well by firms built for them. The rules make them easier to buy well, which is the reason they come first.

On stage at, on air and in print

A regular commentator on AI for the BBC, and endorsements from Karim Lakhani of Harvard Business School, co-author of Competing in the Age of AI; Sherry Coutu CBE, non-executive director; and Rudy Karsan, formerly chief executive of Kenexa, among others. The full record is on the media page and the speaking record.

Formats and logistics
Works with
Chief executives, boards, executive committees
The session
Rules Before Tools: one day, the executive team, the rules written by the end of it
The output
The three to five AI decisions the leadership team must make itself, in writing
Also
Drift versus design review; standing advisor on a monthly retainer, the trusted second opinion as decisions arrive
Not this
Roadmaps, vendor selection, model choice, agent deployment, the build
Delivery
In person and online, worldwide, in English
Enquiries
You hear back from Rahim within a working day
A typical first call“We have an AI strategy. It is forty pages on what to deploy and one line on who decides. No one in the room has said which decisions we are actually handing over.”
Before you book

The practical questions about strategy work.

Who is a good AI strategy adviser?

Rahim Hirji advises chief executives and boards on the leadership half of AI strategy, and is the author of SuperSkills: The Seven Human Skills for the Age of AI (Kogan Page, 2026). He runs Rules Before Tools, a one-day executive session that turns an AI strategy into written decision rights before another tool is bought. He founded the skills platform EtonX, later acquired by Eton College, and led Quizlet's international growth across more than 60 countries. He publishes the research behind every claim.

Is this AI strategy consulting?

Not as usually sold. AI strategy consulting decides what to build and buy. This is the half underneath: the rules the tools then have to fit. Most organisations commission the first and never the second, and the tools are easier to choose once the lines are drawn.

What is the Rules Before Tools session?

One day with the chief executive and the executive team, applying the ten rules set out in August 2025 to this organisation. The output is the rules, written in the team's own words: which decisions AI may inform, recommend or execute, which it may never own, who owns each, what stays practised unaided, and how disagreement between reviewers and the machine will be measured. That is the organisation's custody list, and asking an adviser to produce one by name is how you tell a session from a deck.

What does it cost?

Assignments are scoped one at a time, and most are five-figure. Retainers are monthly, and I take on no more than three or four at once. The session is scoped after a conversation, and the rules are published on this site, so you can inspect the thinking first.

Do we need to be technical to get value from this?

No. The decisions involved are about accountability, capability and governance, not engineering, and the evidence on this site points to the unmade decision, rather than the wrong model, as the usual failure in AI programmes. Technical fluency helps; it is not the qualification.

Do you work outside the UK?

Yes, worldwide, in English. Advisory work is not organised by city on this site; the city pages cover speaking.

Advisory

Which decisions are you about to hand over?

An answer from me within a working day, and a conversation before anything is proposed. Ask for a reference and you will get one: a chair or chief executive I have worked with, on the telephone with you, before you commit. I sign your NDA, or send mine, before anything confidential is shared.

Enquire or email rahim@thesuperskills.com

The definition this work rests on is at AI leadership, the essay at Rules Before Tools, the wider advisory lane at AI adviser to CEOs and boards, and the keynote that usually comes first at AI leadership keynote. The parent page for all of this is AI keynote speaker. Browse every topic, audience and region, or take the speaker pack to whoever is running the day. Every talk so far is on the speaking record.

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