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A CIO's Journey Building Intelligence Inside a Real Manufacturing Enterprise: AI Doesn't Fail. Systems Do.
Paperback
Series: The Intelligence Stack, Book 1
Business GeneralGeneral Computers
Publisher: Independently Published
Published: Jan 17 2026
Pages: 66
Weight: 0.22
Height: 0.16 Width: 6.00 Depth: 9.00
Language: English
Most AI initiatives fail.
Not because the technology is immature-but because the systems beneath it were never designed for intelligence.
In A CIO's Journey Building Intelligence Inside a Real Manufacturing Enterprise, Chris Richner offers a rare, practitioner's account of what actually happens when artificial intelligence collides with real enterprise systems.
This is not a book about algorithms, tools, or vendor platforms. It is about the uncomfortable truths AI exposes: fragmented systems, broken feedback loops, ambiguous ownership, and decades of deferred decisions quietly embedded in everyday operations.
Drawing from lived experience inside a manufacturing organization, Richner shows why intelligence cannot be bolted on, why dashboards often deceive, and why AI acts less like a breakthrough technology and more like a truth serum.
Written for CIOs, COOs, executives, architects, and operators responsible for real outcomes, this book reframes AI as a leadership and systems problem-not a tooling problem.
If you are looking for quick wins or technical tutorials, this is not that book.
If you are trying to understand why AI keeps failing-and what must change for it to work-this one is.
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