Home / Keynotes / The Drift versus Design Matrix
The instrument · run live in the roomWhere an organisation sits depends on two things: its awareness of what is shaping its choices, and its agency to act on what it sees. Cross those and you get four positions. Most leadership teams can name theirs within about ninety seconds, and then spend twenty minutes disagreeing about it, which is the part that does the work.
Rahim Hirji is available to speak on this subject, in person worldwide and online, for boards, executive teams, leadership offsites and conferences. He is a London-based keynote speaker specialising in AI and human judgement, and the author of SuperSkills (Kogan Page, 2026). He founded the skills platform EtonX, later acquired by Eton College, and led Quizlet’s international growth across more than 60 countries.
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A feel for the room before you put me in front of yours.
Awareness is whether an organisation can see what is currently shaping its choices: which defaults it has accepted, which vendor configurations it has inherited, which decisions have quietly moved from a person to a system. Most organisations score themselves high here and are wrong, because the whole mechanism of drift is that each individual step was reasonable.
Agency is whether it can act on what it sees. An organisation can be entirely clear-eyed about a dependency and still be unable to unwind it, because the process was rebuilt around the tool, the people who could do the work unaided have left, or the contract runs for three more years.
The two are independent, which is why this is a matrix and not a scale. High awareness with no agency is a different problem from high agency with no awareness, and they need opposite interventions.

The Sleepwalkers. Low agency, low awareness. They do not notice the drift. Nothing has gone wrong that anybody can point to, which is precisely the condition being described.
The Programmed. High agency, low awareness. They optimise without questioning. This is the most dangerous position and the one most often mistaken for maturity, because it looks like decisiveness and produces good quarterly numbers.
The Stuck. Low agency, high awareness. They see the patterns and cannot break them. Usually the most honest room to be in and the most demoralised.
The Designers. High agency, high awareness. They see the systems and shape them. Almost nobody starts here and it is not a personality type; it is a set of decisions somebody took and wrote down.
It is run live, in the room, inside the Drift versus Design keynote. The leadership team places its own organisation, and then argues. The disagreement is the output: a board that cannot agree whether it is Programmed or Designing has just learned something more useful than a score would have told it.
What comes out of the room is written down. Which position, on what evidence, and which specific decisions would move it. That last part is the only one that survives contact with the following Monday.
It is not scored. There is no questionnaire, no number out of a hundred, no index, no benchmark database and no normative sample. It has not been validated against outcomes, because it has not been run as a measurement instrument and is not presented as one.
It is a positioning device. Its value is that it makes a conversation happen that would otherwise not happen, and it is worth exactly as much as the honesty of the room. A team determined to place itself flatteringly will succeed.
That is worth stating plainly because the market is filling up with branded indexes for this. If you are offered one, ask four questions: what are the items, how is it scored, how many organisations are in the comparison set, and validated against what. An instrument that cannot answer those is a framework with a number painted on it, and a framework is more useful when it admits that is what it is.
Rahim Hirji has used the framework since at least 16 November 2025, in “Drift vs Design” for Box of Amazing, where he names the matrix directly. The pairing appears three weeks earlier still, on 26 October 2025 in “Why curiosity is the only moat left”. The four positions were set out in CEOWORLD in July 2026, and the framework is developed in “The Architecture of Drift” of 15 March 2026 and in SuperSkills (Kogan Page, 2026).
Earlier private or spoken use cannot be excluded, and no claim of first use is made for the individual words. The full definition, with the provenance dates, is at drift versus design and in the glossary.
A two-axis framework that plots an organisation's awareness of what is shaping its AI choices against its agency to act on what it sees, giving four positions: the Sleepwalkers, the Programmed, the Stuck and the Designers. It is used live inside the Drift versus Design keynote, where a leadership team places itself and then argues about it.
No to both, and that is deliberate rather than unfinished. There is no questionnaire, no score out of a hundred, no comparison set and no validation against outcomes. It is a positioning device for a conversation, not a measurement instrument, and it is described that way here so that nobody quotes a number from it that does not exist.
Yes. The axes, the four positions and the provenance are all published on this page and in the glossary, under the same terms as everything else on this site: name the source and link to the original. Most of the value is in the argument the room has, which does not require anybody external to be present.
They were set out in CEOWORLD in July 2026, and the framework itself is dated to at least 16 November 2025 in Box of Amazing, with the drift and design pairing appearing on 26 October 2025. It is developed in The Architecture of Drift of 15 March 2026 and in SuperSkills (Kogan Page, 2026). No claim of first use is made for the individual words.
Tell me the room, the date and the decision in front of you. A reply within 24 hours.
Enquire or email rahim@thesuperskills.com
The keynote it runs inside is Drift versus Design. The research behind it is at drift versus design, and the other named terms are in the glossary. 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 engagement delivered so far, with the dates checkable at each organiser, is at the speaking record.
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