Trailblazer series · June 2026

The Two-Speed Company

Your signal now arrives in hours. Your management calendar still runs at the cadence it was set to years ago, and the gap between the two is where the risk lives.

Every organization runs on a set of rhythms it stopped questioning long ago. The weekly staff meeting. The standing one-on-one. The monthly compliance council. The quarterly business review. Each was set to a particular tempo for reasons that made sense at the time, most of them no longer true, and almost nobody goes back to ask whether the tempo still fits.

For a long time it did fit, because information moved at the speed of the meetings. A signal surfaced over weeks, and a monthly council was a perfectly reasonable place to deal with it. Sensing and deciding kept time together, and nobody thought about the clock because both hands moved as one.

AI broke the clock on one side. In my function we can now surface a pattern across a full population in hours, sometimes minutes; planning and cycle time across our audits has fallen by as much as ninety percent, and the median time to report a finding has halved in two years. Sensing like that is becoming available to almost anyone. The harder half, the rhythms that decide what to do with everything the sensing surfaces, is where most organizations have not moved at all.

In a company that has not rethought those rhythms, the signal lands on a Tuesday morning and waits for the council that meets on the last Thursday of the month. Real-time detection wired to a monthly cadence is not real-time anything. It is a faster smoke alarm connected to the same slow fire brigade.

That is the two-speed company: fast sensing, slow response, with the speed of the response quietly set by a calendar nobody is looking at. It fails in one of two ways. Either nothing happens, because the signal ages out before the meeting comes round, or the wrong thing happens too late, because by the time the decision clears the situation has moved. Both look like governance working. Neither is.

The reflex, when the response lags, is to add another rhythm. A new council, an extra review, one more standing meeting to be sure. That widens the gap rather than closing it: the sensing is no faster, and now there is more calendar to wait on. You have answered a problem of speed with more weight.

AI is not the first time information has been disrupted at mass scale. The printing press did it, and the lesson from how that played out has not changed. By the early 1600s, Amsterdam had used print to put its commodity prices on a regular published cadence, in price currents, that few other places could match. Plenty of people could eventually see the prices. The edge belonged to the merchants who rebuilt their decisions around the new cadence, and a small republic ended up carrying about half of Europe's seaborne trade, more than every other country combined, on the highest wages in the world.

So we set out to do the same in our own function, starting with the half we controlled. We compressed how long it takes us to report, because bad news that travels slowly is barely worth surfacing. Then we did the part most functions skip: we began measuring how long management takes to act on what we raise, with the same seriousness we apply to our own speed. A slow response stays invisible until you put a clock on it. Once we did, the gap between seeing and deciding was no longer something anyone could look past.

We still ask management to commit to an action plan on what we find, and we hold them to it. What changed is that the response is now on a clock, not just on a list. That is the move I push hardest on with other leaders, because fast sensing is the easy half to buy and the deciding is the half almost nobody is measuring. If you cannot say how fast a given class of decision is supposed to move, your old meeting calendar is deciding for you, at a speed set for a world where the signal moved as slowly as the meeting did.

Watch which leaders are rebuilding the rhythm, not only buying the detection. Anyone can see faster now. The distance between the speed of what you can see and the speed of what your calendar lets you do about it is where the next failure is already taking shape.

I write more on leadership, clarity, and working in the AI era at clarityquotient.org.

Julia Denman is Chief Risk and Audit Officer at Microsoft and a director on The Clorox Company's board. This essay is part of the Trailblazer series, written after her team received the 2025 Protiviti/IIA Audit Innovator Trailblazer Award for the work described.

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