
As advanced manufacturing technologies reshape pharmaceutical production, the Qualified Person (QPs) must evolve from a traditional document reviewer into a digitally fluent leader capable of navigating complex data ecosystems, real-time analytics, and automated control systems. This article presents a holistic framework for “Certification by Design,” highlighting how QPs can ensure compliant, agile, and science-based batch release in the era of Industry 4.0.

