Writing

Ideas on AI & Work

Frameworks for matching AI to work complexity. Drawing on organizational science to explain why most AI implementations fail and what to do about it.

Featured Series

Why 95% of AI Pilots Fail

And It's Not the Technology

Learn why 95% of AI pilots fail to deliver ROI. The problem isn't the technology. It's a level mismatch. A framework for AI that works.

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Why AI Has a Ceiling

A Practical Framework for Implementation

Human Accountability in AI Implementation