The book
Govern or Fail
The Executive Playbook for Enterprise AI That Actually Scales
Fabio Aulico · Forthcoming 2026
Between eighty and ninety-five percent of enterprise AI initiatives never reach production. The technology works in most of them. What fails is the operating model around it.
Govern or Fail is a practitioner's guide to the governance architecture that separates the AI programs that scale from the ones that stall. It is built around four interlocking frameworks — the Debt Quadrant for diagnosis, the Governed AI Loop for operating cadence, AIOS for runtime infrastructure, and the Executive Action Framework for the first 90 days.
Ungoverned AI is a short-term arbitrage that collapses. Governed AI is a compounding structural advantage by the third deployment.
Who it is for
Chief Digital Officers, CIOs, CTOs, and enterprise architects at mid-to-large organisations where AI programs are under board pressure to show returns and under regulatory pressure to demonstrate control. Readers already know AI governance matters. This book is for readers who need to make it operational.
What is inside
- Thirteen chapters across four parts: Why AI Fails at Scale, Where It Breaks in Practice, The Architecture Shift, Strategic Consequences
- Nine original diagrams
- Six appendices: Executive Action Framework, 10-question Maturity Assessment, Data Notes, Glossary, and Resources
- A 36-month cost scenario model with full assumptions
The four frameworks
- Debt Quadrant — diagnosis
- Governed AI Loop — operating cadence
- AIOS — runtime infrastructure
- Executive Action Framework — first 90 days
Tone
This is not a hype book and not a manifesto for reckless speed. It is aimed at readers who need clearer language, stronger operating models, and a credible path from experimentation to accountable use. The Salesforce case studies and enterprise architecture patterns are real. The cost scenarios use disclosed assumptions. The 90-day sprint has been stress-tested against the organisations where governance fails most visibly.
Current status
Manuscript complete. Expert review in progress. Target publication: late 2026.
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25 questions. Under 10 minutes. Instant score across the five governance dimensions in the book — from Invisible to Strategic.
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Templates
Download the Sprint Templates
The five working templates from the Executive Action Framework — AI inventory, ownership register, minimum viable policy, and board report outline.
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Updates
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