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“Testing into Compliance” is a phrase frequently encountered during GMP audits, regulatory inspections, FDA Form 483 observations, and Warning Letters. Across pharmaceutical and life sciences organizations, it continues to remain one of the most recurring data integrity concerns identified by inspectors and auditors At the surface, repeated testing may appear scientifically cautious or operationally justified. […]

Moving from Computer System Validation (CSV) to Computer Software Assurance (CSA) is more than a terminology shift it’s a major change in approach, especially for QA auditors assessing software validation The focus is moving from protocol execution to providing substantial evidence that the system functions as intended, shifting the question from “Did we follow the

CDER and CBER have partnered with the European Medicines Agency (EMA) to establish 10 guiding principles aimed at assisting industry and product developers in utilizing artificial intelligence (AI) to enhance drug and biological product development. Most of the other nine principles formalize practices that pharmaceuticals and Biologics industry already understands well such as validation, traceability,