AI. Intelligence Without Ownership: Why AI Smart Systems Fail in Dumb Organizations (en Inglés) - Farrukh Malik

Why do companies with world‑class AI talent still fail to realize real AI value?
Because AI doesn't fail first. Operating models do.

In Why AI Smart Systems Fail in Dumb Organizations, Farrukh (Johnny) Malik delivers a blunt, experience‑driven dismantling of the biggest myth in enterprise AI: that better models, better prompts, or better vendors will save you.

They won't.

AI is not a tool upgrade. It is an organizational stress test.

Drawing from real deployments in regulated, high‑stakes environments, this book shows how generative and agentic AI systems routinely expose slow decision cycles, broken governance, unclear ownership, legacy workflows, and cultural fear-long before they deliver ROI. Chapters walk through the uncomfortable truth executives avoid: AI scales whatever already exists-good or bad-at machine speed.

This is not a book about how transformers work.
It is a field guide for leaders who need AI to survive contact with production.

Through sharp examples, operational frameworks, and battle‑tested mental models, Malik reframes AI leadership as an exercise in organizational design, accountability, and decision architecture. The book introduces practical tools like:

If you're an executive, architect, product leader, or risk owner tired of AI theater, pilots that never scale, and systems that stall at approval queues, this book gives you the language-and the leverage-to fix the real problem.

AI will not save your organization.
But it will reveal exactly what's broken.

The only question is whether you're ready to redesign it.