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From Efficiency to Intelligence: The Paradox of the AI Era
Hardcover
ISBN13: 9781067610227
Publisher: Mark Bolton
Published: Mar 30 2026
Pages: 312
Weight: 1.29
Height: 0.75 Width: 6.00 Depth: 9.00
Language: English
From Efficiency to Intelligence is a diagnostic manifesto for leaders who suspect that something deeper is wrong.
Despite unprecedented data, automation and analytics, enterprises still experience volatility, firefighting and silent financial leakage. Performance is reviewed, variance is explained and new tools are deployed. Yet instability persists.
This book argues that the problem is not capability. It is governance.
Drawing on systems theory, operational control and modern AI architecture, Mark Bolton introduces a new model for enterprise intelligence: the Coherence Layer.
Rather than automating more tasks, intelligent organisations govern behaviour at a small number of critical flow points. They distinguish normal from abnormal. They intervene deliberately. They practise restraint.
The result is not speed for its own sake.
It is calm.
And calm compounds financially.
For boards, COOs, CIOs and operational leaders navigating the AI era, this book reframes the question:
Not Where can we deploy AI?
But What must we stabilise before we scale?
If your organisation feels busy but not intelligent, this book will explain why and what to do about it.
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