While commissioning, qualification, and validation (CQV) remains foundational, the way it is planned and executed must evolve to keep pace with modern manufacturing realities.
Manufacturing execution system (MES) technical maturity is rising, but adoption across manufacturing sites is uneven. Organizational readiness may hold the key.
