James Kerr

Topic explainer

Strategy signals

Strategy signals are the weak, observable clues that tell you a market is changing before the change becomes obvious.

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What strategy signals are.

Strategy signals are early clues that show how markets, incentives, teams, or technologies are changing. A signal is not a prediction. It is evidence that should change what you watch, test, or believe.

In AI, the useful signals often appear before the formal strategy language catches up: a small team doing work that used to require a department, a price collapsing, a user workflow moving from software into a model, or a decision loop getting shorter.

Useful signal Specific enough to change a decision.

A vague trend is noise. A good signal tells you what to test, stop, fund, or watch next.

AI pattern Cost and capability move before org charts do.

The market can change faster than a large organisation can update its processes, incentives, and roles.

Practice Keep a running signal log.

The point is not to be right once. It is to build a habit of noticing weak evidence before everyone calls it obvious.

Common questions.

What are strategy signals?

Strategy signals are early clues that show how markets, incentives, teams, or technologies are changing before the change becomes obvious.

How do strategy signals help with AI strategy?

AI strategy moves quickly, so teams need to notice behaviour changes, cost shifts, workflow patterns, and new operating constraints before they show up in formal plans.

What makes a good strategy signal?

A good strategy signal is specific, observable, and connected to a decision. It helps a team update what it believes about the future.