Markus Kaufmann

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Novartis
GMP Auditor
Markus Kaufmann is Certified Assessor for Software Process Improvement and Capability Determination (SPICE) and is working as Global GMP Auditor at Novartis in Basel, Switzerland. He holds a degree in process engineering from the University Karlsruhe, Germany. Since 1998, Markus has worked in a GMP-regulated environment at pharmaceutical companies including Pfizer, Roche, and Bayer in various positions from development to distribution, automation, and IT.

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AI Maturity Model for GxP Application: A Foundation for AI Validation

Artificial intelligence (AI) has become one of the supporting pillars for digitalization in many areas of the business world. The pharmaceutical industry and its GxP-regulated areas also want to use AI in a beneficial way. Several pharmaceutical companies are currently running digital pilots, but only a small fraction follows a systematic approach for the digitalization of their...