AI is making intelligence abundant. Competitive advantage may increasingly depend on who has the authority to question, interpret, decide and act. Imagine a marketing director presenting an opportunity nobody had anticipated six months earlier. Customers are behaving differently. New technologies make unfamiliar solutions possible. The evidence is incomplete, but something
Why good judgement matters more than better data. Organisations have never had more information about their performance. Dashboards multiply, forecasts become more sophisticated, and executives can explain last quarter in extraordinary detail. Yet one question is surprisingly difficult to answer: what has actually improved? What we measure influences what we
There is a revealing moment in any apprenticeship. At first, the junior person asks the questions. Eventually, other people begin asking them. That transition matters. The moment someone you developed can develop someone else, talent stops being something you have and becomes something you can create. Most organisations think about
One of the highest-return periods of Sam Altman’s career had few of the usual signs of productivity. No job, no grand plan. He read textbooks, wandered through nuclear engineering, AI, synthetic biology and investing, and spent time with people who knew things he didn’t. Most of it,
Experience used to have a simple advantage: it gave you knowledge other people did not have. AI weakens that advantage. A machine can retrieve precedents, compare cases and summarise specialist knowledge in seconds. It cannot live twenty years of experience. But it can reproduce more of what those twenty years
Technology cycles are shortening, but companies still make technology decisions as if they will last a decade. As choices become shorter-lived and more reversible, being exactly right upfront matters less; learning and correcting quickly matter more. The key shift is from decision accuracy to time-to-learning. Waiting has
The most interesting thing about an apprentice tailor is not what they learn, but what gradually disappears. At first, the master has made the difficult decisions in advance. Chalk marks show where to cut and stitch. Materials are prepared. Work arrives in a deliberate sequence designed to stretch but not
Watch someone who is excellent at their job. A Savile Row tailor does not reconsider every stitch. An experienced Sassoon hairdresser’s hands move before conscious thought. At Wagamama, a waiter does not debate the table-numbering system before running food. They just know. This is the achievement of organisational
The apprentice tailor learns an odd lesson about judgement: at first, he is barely allowed to use any. The master marks the cloth, chooses the materials, sets the sequence and decides what comes next. At Sassoon, the teacher makes the first cut. At Wagamama, even the tables are numbered the
There is a point in education when the problem changes. At first, the difficulty is not knowing enough. Later, it is having more available knowledge than you can use. Fifty things on the reading list. Several definitions of the same term. Three plausible arguments. Another lecture, another paper, another footnote.
Creativity is not freedom from technique. Watch an experienced teacher in a Sassoon cutting class. The student has come to improve her craft, yet remarkably few decisions are hers. The model is chosen. The geometry is agreed. The hair is sectioned. Then, at the first irreversible moment, the teacher makes
Great organisations don't scale experts. They scale the accumulated judgement of experts. There is a small detail about Wagamama that explains more about the company than it first appears to. The tables are numbered the same way in every restaurant. A waiter arriving from another branch does not
Leadership
Before judgement can be practised, perception has to be trained. You cannot choose well among differences you cannot yet see. Watch an apprentice tailor and something initially seems backwards. The master makes nearly all the important decisions. He chooses the garment. He marks the cloth. He decides where the buttonholes
Innovation
Most organisations measure innovation by what it produces. A feature. A patent. A prototype. Occasionally—if fortune smiles—an entirely new business. Those are the visible returns. They are not the principal one. The real product of innovation is someone who becomes better at exploring uncertainty. Ideas age. Technology dates.
Strategy
There comes a stage in almost every career when being difficult to replace feels rather like success. You become the only person who understands the ageing database, the financial model with seventeen hidden tabs, or the VBA macro everyone else is slightly afraid to open. Before long, someone calls it
Leadership
Success creates opportunities. Leadership curates them. The better an organization becomes, the more possibilities appear. Customers reveal unmet needs. Technology opens new doors. A conversation sparks an unexpected insight. Before long, there is more worth doing than anyone can possibly do well. The best leaders possess two qualities that seem
Leadership
Strategy is less about predicting the future than building an organization that learns faster than the future changes. Most organizations mistake strategy for prediction. They assume the winner will be the one who sees the future most clearly. History rarely belongs to those who wait for certainty. It usually favours
Value
A committee sits for ten hours. Months of analysis have been distilled into a deck. Most of it survives perhaps ten minutes of discussion. Someone remarks that there is too much information. Someone proposes a dashboard. By the following quarter, analysts are explaining the dashboard and engineers are tending to
Innovation
"It has been a problem for six months. What's another three?" Organizations scrutinize the cost of acting and largely ignore the cost of waiting. Action carries visible consequences: budgets spent, reputations exposed, decisions attached to names. Delay feels prudent because its costs are dispersed and difficult
Strategy
We are instinctively drawn to clearer pictures. We polish spectacles, redraw maps and reconcile accounts to the last decimal place, comforted by the thought that a more faithful description of reality must lead to better decisions. Sometimes it does. A navigator benefits from a more accurate chart because he can
Leadership
A child dreams of an Olympic podium. Another, a Nobel Prize. Another, an Oscar. We understand instinctively what precedes such moments: years of practice, failure, repetition, and adaptation. Yet when pursuing our own ambitions, we often imagine progress comes from finding better answers. More often, it comes from asking better
Leadership
The organisations with the strongest data cultures are often the ones talking least about data. Consider an elite athlete. Improvement rarely arrives in dramatic leaps. It begins with a tiny observation: a runner notices she is two seconds slower than yesterday; a swimmer feels slightly more resistance in the water;
Leadership
Most discussions of competitive advantage focus on what a company has. History suggests a different question: What do other companies not yet understand? Advantage comes from asymmetry. Once something is widely recognized as valuable, capital flows in, talent follows, best practices spread, and the advantage begins to disappear. Technology provides
Strategy
Enterprise architects worry endlessly about vendor lock-in. The concern is understandable. Buy a software platform and you become dependent on another company's roadmap, pricing, and priorities. Build it yourself and, at least in theory, you remain free. It is a comforting idea. It is also where the