Stop Trusting the Data Blindly: AI mistakes, False Trends, and Real Decisions in Pharma Quality Control (Paperback) (ISBN-13: 9798254913696)

Stop Trusting the Data Blindly. Start Understanding It.
Artificial intelligence is already inside pharmaceutical QC labs.
It is analyzing your chromatograms, flagging your results and influencing your decisions. But here's the uncomfortable truth: AI doesn't fix your lab. It exposes it.
Most QC professionals are trained to follow procedures, meet specifications, trust validated systems That worked until AI entered the workflow. Now, small inconsistencies become trends, weak data becomes "insight" and wrong assumptions become structured conclusions.
This Book Shows You What's Really Happening inside real QC labs, not theory. The book will explain why AI creates false trends that look real, how bad data becomes "scientifically convincing", why OOS investigations go in the wrong direction, how predictive systems can mislead confident teams, what inspectors will actually challenge.
What You'll Learn is how to detect misleading AI outputs, how to challenge "clean" but incorrect results, how to think like a decision-maker, not a system user and how to stay in control in automated environments.
This is not a technical AI book. There is no fluff. No academic overload. Just real QC situations, real mistakes and practical thinking you can use immediately.
In conclusion, If you rely on AI without understanding it, you increase risk. If you understand it, you gain control. This book gives you that control.

Author: Mirela Gorjanu
ISBN-13: 9798254913696
Publisher: Independently Published
Language: English
Published: 04/04/2026
Pages: 130
Format: Paperback
Weight: 0.70lbs
Size: 11.00h x 8.50w x 0.28d