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Dirk M. Sweigart

The Role of Data Integrity in CSV, GAMP®, & CSA

Data integrity is the foundation of product quality, patient safety, and regulatory compliance especially in the life sciences sector but increasingly in other areas. As organizations move to reliance on digital systems, expectations have been heightened around how data is captured, processed, stored, and protected.

This blog examines how three major frameworks—CSV (Computer System Validation), GAMP® (Good Automated Manufacturing Practice), and CSA (Computer Software Assurance)—approach data integrity. While each framework has a distinct philosophy, they also overlap and share a common goal: ensuring that computerized systems produce trustworthy, reliable data.

A strategy that blends the structure of GAMP, the rigor of CSV, and the agility of CSA enables organizations to modernize validation practices without compromising compliance.

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