Start here

If you are new to this site, this is the best place to begin.

AI-fication.org brings together concepts, frameworks, and publications on how AI is transforming how value is created, how decisions are made, and how systems operate.

You do not need to read everything in order. Start with the pages that best match what you are looking for.


If you want the big picture

AI-fication

The broadest lens on what AI is changing and why the shift is deeper than tools or use cases.

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CDE Innovation Prism

A framework for understanding the recurring patterns through which technology creates impact.

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If you care about capability and performance

AI-fication of Talents

A deeper look at capability, performance, and readiness in an AI-driven world.

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Performance Hexagon

A model for understanding contribution, progression, and performance.

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SHIME

A framework showing that capability is broader than technical skill alone.

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If you are a leader or policymaker

AI Capability Engine

A framework for thinking about capability systems across organisations and institutions.

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Publications

Longer-form work for readers who want more depth, structure, and reference material.

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If you want current thinking

Thoughts

Current writing on AI, strategy, and transformation.

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Closing

The ideas on this site are designed to connect. You can begin with a concept, a framework, or a publication - but the strongest way to read the site is to move from the broad lens to the more applied models.