AI Accelerates. Agency Still Decides.
Why faster analysis makes good managers more important, not less
Give a firm the most powerful AI on the market and it still won’t manage itself. A strong business is the horse; managerial agency is the jockey. The horse supplies the power, but it is the jockey who reads the race, judges the moment, and decides where to go. AI has simply given every horse a faster stride. The question for the manager is the one it has always been: what am I going to do with it?
That is the part worth getting straight, because it is easy to lose in the noise. AI accelerates analysis and produces options faster than any team could on its own. What it does not do is take responsibility for the choice. It generates possibilities; it does not weigh which ones are worth pursuing, and it does not carry the consequences when they do not land. That work — judgment, accountability, the will to act — stays with people.
Managers are more than administrators
A manager’s true calling is agency: the ability and the will to see what needs to be done, to act boldly or wisely as the situation requires, and to unify the efforts of many into a shared achievement. Agency, in its simplest form, is the ability to influence outcomes in an unpredictable world. It means thinking ahead, adjusting course, and owning the result.
Agency is the difference between watching events unfold and directing their course.
AI does not shrink that role. It sharpens the demand for it. When options multiply, judgment becomes the scarce resource — and judgment is exactly what cannot be automated.
The physiology of a firm
It helps to carry a mental model of the “physiology of a firm”. In biology, anatomy is how an organism is built; physiology is how it actually functions, breathes, and survives. If the organisation chart is a firm’s anatomy, its physiology is the live flow of cash, communication, decisions, and culture that keeps it alive. When those internal systems fall out of alignment, the corporate body breaks down.
Living systems hold themselves in homeostasis — a stable internal state maintained despite a changing world, the way the body sweats to stay cool. New technology is a change in the external environment. Agency is what keeps the internal system balanced as it adapts. A manager’s job, working with AI, is to keep the firm in homeostasis while the way the work gets done is being rebuilt around it.
Judgment belongs to those who own the outcome
AI will keep getting faster at generating options. The manager’s task is to exploit those options to serve the commercial aims of the firm — and the wider prosperity of the people and society around it — while taking the measure of the risk and uncertainty that come with any new tool, and anticipating the contingencies when things do not go to plan.
Judgment belongs to the people who have invested themselves in the outcome. Cultivating that judgment, and holding the presence to weigh the impact on real people, is precisely the work AI cannot do for you.
Takeaway
AI changes the work. It does not change where the judgment sits. The faster the analysis, the more an organisation needs managers with the agency to decide what is worth doing — and the will to own the result.
Where has AI changed your options without changing your decision? I’d be glad to hear in the comments. If this was useful, do subscribe.
The Expert Manager: Critical Practice for Real-World Results
These pieces draw on the ideas I set out in my book — a practical guide to management as something you do, not just something you administer.