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Adaptive Adoption™

Three disciplines for human-centered AI adoption

Change management was built for projects. AI is not a project.


What Is Adaptive Adoption? — The framework: 3 disciplines, 20 pillars

Why Adaptive Adoption Matters — The argument for why this exists

How This Repo Works — Navigation guide: who should start where

Visuals and Presentations — Diagrams, decks, model card gallery


The Three Disciplines

Discipline Metaphor Pillars
Change Agility The Flywheel 7 pillars What the organization does
Leadership Delta The Torque 7 dimensions What leaders do differently
Behavioral Governance The Guardrails 6 dimensions How AI use is governed

Deep Context

Why Change Must Change — The scholarly case: conditions that broke, shifts in human sciences, work culture, and enterprise structure

Provenance — Intellectual lineage, philosophical foundations, acknowledgements


Author

Paul Gibbons — AI adoption advisor, keynote speaker, and author of 8 books on leadership, organizational change, and decision-making.


License

Content licensed under CC BY-SA 4.0.

Adaptive Adoption™, Leadership Delta™, Behavioral Governance™, People-first AI™, Accelerated Workforce™ are trademarks of Paul Gibbons.