Observe, Think, ActStrategic Leadership in the Age of AI
Do we need to redesign how organisations are led to take full advantage of AI?
When electricity first entered factories, manufacturers replaced steam engines with electric motors but left the rest of the factory largely unchanged. The real breakthrough came when they redesigned production around what electricity made possible.
AI is similar. Adding it to existing workflows can make them faster and cheaper, but the larger gains come from redesigning the workflows themselves around new capabilities.
The same applies to leadership. How organisations observe reality, reason about it, make decisions and act is itself a system of workflows. If AI changes what is possible in each of these activities, leadership architecture must change too.
This book is about that redesign.
But first we need to understand what best-in-class leadership looked like before AI. Every organisation runs the same loop: it observes, thinks and acts, across five fundamental modalities: Direction, Structure, Processes, Capabilities and Culture.
Drawing on two hundred deeply sourced cases of organisational success and failure, this book examines why that loop breaks and how to build one that doesn’t. From those cases emerges a practical leadership architecture and toolkit.
The final step is to redesign that architecture for the AI age, with eighteen tools for building a more observant, thoughtful and effective organisation — with people firmly in charge.
Three ways in
Start anywhere
The Framework
The OTA loop, the five modalities, and the Success Architecture Grid — presented as something you can apply, starting with a short self-assessment.
Read more →02The Toolkit
Eighteen tools in three tiers — AI-augmented, evolved, and new. A one-card introduction to each; the depth and instructions live in the book.
Read more →03The OTA-200 Study
The full research corpus behind the book — 200 scored cases, browsable here in full, with the methodology and findings.
Read more →Where does your organisation actually stand?
Score it the way a rater does
One case at a timeFrom the two hundred
In 1972, Roger Van Heyningen, director of the Physics Division at Kodak Research Laboratories, set up a small laboratory to explore electronic imaging. In 1979, Kodak's Larry Matteson forecast that imaging would shift from film to digital — first in government, then professional applications, and eventually the mass market — with the transition essentially complete by 2010. He was remarkably close. Kodak did not fail to see the future. It saw it decades in advance. The harder failure was acting on what it saw: the economics, incentives and decision processes of a company built around film repeatedly made the emerging digital business look less attractive than the business it threatened to replace.
The OTA-200 Study
The evidence is free.
The argument is the book.
200
cases in the corpus
100 / 100
successes and failures
5 × 3
modalities × OTA phases
62.2%
mean weight on Think, in failures
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Found an error?We publish the fix.
The book and the corpus are actively maintained. Implemented corrections are published, versioned, and credited to whoever found them.
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