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The AI Operating Model Playbook

The AI Operating Model Playbook

Paperback

Series: The AI Transformation Trilogy, Book 2

Management

ISBN13: 9798250669016
Publisher: Independently Published
Published: Mar 24 2026
Pages: 136
Weight: 0.42
Height: 0.29 Width: 6.00 Depth: 9.00
Language: English
Most organisations believe their AI initiatives fail because the technology is immature.

The real constraint is structural.

Across industries, organisations are investing heavily in artificial intelligence. Yet most initiatives stall after promising pilots. Models perform well in isolation but struggle to scale across the enterprise.

The problem is rarely the algorithm.

It is the operating model.

AI is not simply another technology capability. It learns, adapts, and influences decisions over time. When these systems are forced into operating models designed for predictability and control, friction emerges. Learning slows. Ownership fragments. Value dissipates.

The AI Operating Model Playbook explains why scaling AI requires redesigning how organisations operate.

Eight structural decisions determine whether AI scales:

1. Portfolio Discipline - Managing AI as a coordinated system rather than isolated projects

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Tavarajoo, Manoj

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Management