TERRAIN AI Framework
Free community resource
Agile, rebuilt for the age of AI
The CIO's guide to artificial intelligence transformation — read the opening free today; the full book arrives September 2026.
Three strategic pillars, seven delivery phases — one framework.
The framework
The seven pillars of Agile AI delivery — full book arriving September 2026.
See the framework →AI Economics
Where AI meets the balance sheet — capex cycles, adoption, and CIO budgets.
Explore the intersection →Latest writing
Built for the whole organization
TERRAIN connects the business and IT sides of the organization, so AI initiatives stay anchored to business value from day one.
Accountability at every step — business-case traceability and portfolio-level funding decisions along the way, not after the fact.
Every experiment, model, and decision is retained as institutional learning — the organization gets smarter with each iteration.
The framework at a glance
One picture, the whole framework: the three strategic pillars — Innovate, Implement, Integrate — span the seven phases from Team UP to Navigate, all riding on an AI Ops backbone. The arrow sweeping back from Navigate to Team UP is the heart of it: everything learned in production feeds the next cycle, so the organization keeps its memory and gets smarter with every iteration. Each phase is covered in depth in the book.
The preface and introduction are free to read now. The complete edition is on Amazon.