GAMP 5 (2nd Edition) Deep Dive: How Critical Thinking Redefines Validation

GAMP 5 (2nd Edition) Deep Dive: How Critical Thinking Redefines Validation For over a decade, the industry relied on the “V-Model” as a rigid checklist. Validate everything, document everything, print everything. But in 2022, the ISPE released the GAMP 5 (2nd Edition), and it brought a breath of fresh air: Critical Thinking. This update acknowledges […]

Lessons from Recent FDA Warning Letters: Common Digital Compliance Pitfalls

Lessons from Recent FDA Warning Letters: Common Digital Compliance Pitfalls An FDA Warning Letter is every pharmaceutical manufacturer’s nightmare. It halts production, damages reputation, and costs millions to remediate. Interestingly, a closer look at recent warning letters reveals a pattern: the industry is struggling to adapt to Data Integrity in the digital age. It’s no […]

Automated Testing in Validation: Can AI Replace Manual Scripts?

Automated Testing in Validation: Can AI Replace Manual Scripts? One of the most persistent debates in Computerized System Validation (CSV) is the role of automation. For years, validation engineers have operated under the assumption that “If a human didn’t test it, it’s not validated.” This mindset has resulted in libraries full of binders containing screenshots […]

The Role of AI in Detecting Data Integrity Violations Early

The Role of AI in Detecting Data Integrity Violations Early In the pharmaceutical industry, “Audit Trail Review” is often the most dreaded task in the Quality Assurance department. Imagine a QA specialist staring at a spreadsheet with 50,000 lines of system logs: “User X logged in at 9:00,” “User Y saved a file at 9:02.” […]

Navigating the EU AI Act: What Pharma Companies Need to Know

Navigating the EU AI Act: What Pharma Companies Need to Know The world’s first comprehensive AI law is finally here. The EU Artificial Intelligence Act (EU AI Act) has been approved, and its ripples are being felt far beyond Europe. For pharmaceutical companies—whether headquartered in Berlin, Boston, or Bangalore—this regulation introduces a new layer of […]

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