Adam Ayres
The Operator
Has spent his career at the top tier of corporate leadership. Brings the execution lens that keeps the method out of the IT department — and the discipline to ask which decisions can never be delegated to a dashboard.
Assess Align Accelerate
Your data isn’t broken. Your operating model is.
The book names the reason most AI initiatives stall: the technology scales whatever clarity — or confusion — already exists inside your organization. This is where you find out which one you’re feeding it.
High model intelligence + low organizational fit = Scaled confusion at machine speed.
AI doesn’t fail on its own. It inherits the ambiguity already buried in how your business operates — unclear ownership, conflicting definitions, hidden variation. Fix the operating model first, and the same technology becomes a multiplier instead of a liability.
The Method
Three moves, in order. Each one earns the next.
01/ ASSESS
See the terrain honestly
Where the organization actually stands, what AI changes about the stakes, and what leadership hasn’t been willing to look at yet.
02/ ALIGN
Move in lockstep
Structure, meaning, and ownership pulling in one direction. The longest phase, because it’s where the real decisions get made.
03/ ACCELERATE
Clarity becomes performance
Execution at machine speed without losing the wheel. AI moves from isolated pilot to enterprise capability.
7 Questions 5 Minutes
The AI-Readiness Scorecard
Pulled directly from the book’s diagnostic framework. Score your organization honestly — the goal isn’t a high number, it’s an accurate one. Run it again with your leadership team; the variance between your answers is often more revealing than the average.
0 of 7 answered
Score out of 350
Answer all 7 to see your result.
The Book
A leadership book about AI at scale.
Written for leaders of large, complex enterprises, this is a book about AI at scale — AI woven into how the organization decides and operates, not AI as a personal productivity tool. Its premise is simple and uncomfortable: AI doesn’t break your data, it exposes your operating model — your definitions, your ownership, the way decisions actually get made — and then scales whatever it finds. Feed it clarity and it compounds your advantage; feed it confusion and it scales that just as fast. The fix isn’t more technology — it’s a leadership method: Assess · Align · Accelerate.
The Authors
Two complementary lenses. One method.
Behrang Karimi
The Architect
Bridges the commercial side that creates value and the data layer that records it. With a background in economics and computer science, he architected the Operating Tree and the structural framework at the heart of the book.