A Business Novel & Pragmatic Field Guide
The AI Leap
Human-Led. AI-Powered. Built to Last
Most organizations can start an AI pilot. Few know how to scale it. Fewer still know how to govern it when an autonomous agent starts making decisions nobody authorized.
The AI Leap follows the team at Zontera HealthTech through 18 months of real transformation — the trust collapse, the governance failures, the breakthroughs. Fifteen chapters. Six proprietary frameworks. One team that discovers what it actually takes to go from experiment to enterprise.
This is not theory. It is the climb.
“A rare business novel that actually teaches you how to build the thing.”Shivanku Misra Global Head of AI, McKesson · Board Member, American Society for AI
“The frameworks are practical. The story is relatable. This is how you actually scale AI.”Eric O’Brien Founder, Lean Enterprise Organization · Senior Partner, Start With Profits
“Toby bridges the gap between AI ambition and organizational reality.”Dr. Suzette Johnson Fellow & Change Agent, Northrop Grumman · Award-Winning Author
Who Is This Book For
You do not have to already be in an AI transformation to need this book. You just have to be somewhere on the journey — or about to start one.
Maybe you are still deciding whether AI is right for your organization. Maybe you have been handed an initiative and the mandate is bigger than the plan. Maybe your teams are running pilots that are not making it to production. Maybe AI is already in the workflow and it is creating as many questions as it answers.
This book is for the leader who wants to get transformation right before the pressure is real. For the executive who needs to see the investment deliver. For the delivery manager holding a team together under pressure. For the Agile coach whose ceremonies are breaking down. For the practitioner who knows something is not working but cannot name it yet. For anyone who has sat in a meeting about AI and thought — this does not sound like what is actually happening.
If AI is anywhere in your world — or your plans — this book is for you.
The Story
Meet Devon Brooks — a Scrum Master convinced his team is process-wise maxed out. Meet Jordan Reyes, the VP of Product with 90 days to show the board measurable results or watch the pilot get shelved. Meet Lena Zhao, whose AI model can predict alert spikes — if anyone will trust it.
They clash. They stall. They misread signals. They celebrate too early and reckon too late.
And slowly, through friction and failure, they discover something harder to build than any model: alignment.
Six Frameworks
Six frameworks. Each built for a different stage of the climb.
LEAP
Run your first AI pilots the right way. Four stages from experiment to production-ready.
SUMMIT
The six-lever strategy for scaling AI across teams and functions.
SHIELD
Govern agentic AI. For when your AI systems start taking actions.
TRAIL
Navigate multi-agent systems and human-AI oversight.
RIDGE
The ethical design layer. Responsible AI and data protection wrapped around everything.
GUIDE
Lead people through complex transformation. Because the hardest part was never the technology.
“The leap is not a moment. It is a practice.”
Toby Rao — Preface, The AI Leap
Forewords By
These are not casual endorsements. These are the people who shaped the field.
Dr. Uday Kamath
Chief Analytics Officer, Smarsh
Author of 8 books on AI and machine learning including Large Language Models: A Deep Dive and Transformers: A Deep Dive.
Jesse Fewell
Chair, The PMBOK Guide 8th Edition (2025)
The global standard for project management. Author of Untapped Agility.
The AI Leap is drawn from a decade of enterprise transformation — 73% adoption rates, 83% productivity gains, 37% faster delivery — and the hard lessons of leading AI from experimentation to production across defense, federal, and Fortune 500 environments.