Strategy is good. Execution is better.
Why Organizations Struggle to Scale AI
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- $10.99
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- $10.99
Publisher Description
Everyone has a strategy.
Few have impact.
Most organizations do not fail at AI because they lack a plan.
They fail because the plan became a substitute for action.
In "Strategy is Good. Execution is Better.", Yavuz Bogazci confronts the uncomfortable gap between AI ambition and operational reality. Drawing on three decades of hands-on experience in software engineering, data platforms, cloud, and AI transformation — and having led large-scale implementations in regulated, infrastructure-critical industries — he delivers a verdict that many leaders sense but few are willing to say out loud:
The technology works. The organization does not.
At the center of the book are two diagnoses every executive needs to recognize — fast:
PILOT PURGATORY — the silent killer of AI initiatives, where projects remain trapped in proof-of-concept cycles, consuming budget, time, and credibility without ever creating operational value.
THE EXECUTION ILLUSION — the dangerous self-deception that mistakes activity for progress, governance for delivery, and consulting hours for outcomes.
This book names the organizational behaviors most companies refuse to confront:
- Why strategy has become protection — and pilots have become excuses
- Why AI is not a tool but a system shift that changes how work, accountability, and decisions function
- Why most successful AI initiatives depend less on AI itself than on digitalization, data quality, and operational readiness
- Why governance too often slows change instead of enabling it
- Why leadership — not technology — is the decisive constraint
- Why organizations absorb AI without fundamentally changing how they operate
This is not a book about trends, hype, or fashionable AI vocabulary.
It is not a technical manual.
It is not a consulting playbook.
It is a diagnosis. It is a leadership book for CEOs, CIOs, CDOs, and Board Members who are done with workshops, presentations, and pilot cycles — and ready to own the first scalable AI outcome.
Strategy is good.
Execution is better.