Overview

Most pharma AI projects fail quietly. Not because of regulation. Not because of data. Not because of validation. They fail because pharma tries to control intelligence using structures designed to control labor. This book explains, clearly and practically, why that approach no longer works. Written for busy pharma leaders, this book shows: - Why AI feels risky even when compliant - Why documentation grows while insight disappears - Why validation becomes heavier instead of lighter - Why pilots succeed but scaling fails - Why coherence, not automation, is the real control mechanism This is not a technical AI manual. It is a practical operating guide for: - Pharma manufacturing leaders - Quality & compliance professionals - Laboratory and QC managers - Engineers modernizing legacy systems - Executives responsible for safe transformation If you are responsible for keeping patients safe and moving the organization forward, this book will help you see your system clearly and act without fear. This is the first in a series of practical transition guides for the modern pharmaceutical industry.

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