A validation master plan (VMP) organizes a validation project. The document can be used to define what to validate, why, who owns the work, and the order of execution. This allows the validation team and those involved to operate from the same approved plan before execution begins. When that plan is missing or incomplete, problems […]
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Temperature mapping provides critical evidence that temperature-controlled spaces and equipment can maintain required conditions. But traditional temperature mapping studies also come with an inherent limitation: teams may have to wait until data is collected from the loggers to fully understand what happened during the study. Live temperature mapping changes that. With the ability to remotely […]
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In pharmaceutical manufacturing, packaging is often viewed as the final operational step before distribution—but it’s far more than just labeling and sealing. Packaging plays a vital role in ensuring product integrity, protecting patient safety, and meeting regulatory expectations for providing information to patients including usage instructions, expiration and batch information, and traceability/serialization; protection from accidental misuse such as child resistance; and tamper evidence. When executed poorly, packaging […]
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Every successful Computer Software Assurance (CSA) program begins with understanding intended use. Before software risk can be assessed or assurance activities selected, manufacturers must first answer a deceptively simple question: What is the software actually intended to do? It sounds straightforward, but this is where many organizations make their first mistake. Rather than evaluating individual […]
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Ask most project teams when equipment validation begins, and they’ll say IQ, once the unit is on-site and ready to install, because that’s when protocols are executed, data is recorded, and sign-offs start accumulating. It’s a reasonable answer; however, it’s also the point at which some teams discover the real work went wrong long before […]
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Artificial intelligence is increasingly embedded in digital tools across regulated industries, including validation systems. As organizations explore how AI can improve efficiency and consistency, many teams are also asking an important question: how does AI fit into validation in a way that aligns with regulatory expectations? For quality and validation professionals, the answer is not […]
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Most CSV programs will tell you they’ve adopted FDA’s Computer Software Assurance (CSA) guidance. Look at what’s actually getting tested, and the old GAMP 5 category-driven playbook is still running the show. CSA was built to size validation effort to what system risk actually demands. For most programs, the gap between adopting CSA and practicing […]
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Most pharma organizations have someone responsible for computer system validation, and that person is usually a general validation engineer who absorbed the scope because someone had to. What most don’t have is a CSV engineer with the software-specific regulatory depth the work actually requires, and that gap shows up in a predictable pattern: data integrity […]
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Automated Storage and Retrieval Systems (ASRS) are becoming increasingly common across pharmaceutical, biotechnology, and medical device manufacturing and distribution environments. As organizations scale operations, improve efficiency, and support higher product volumes, ASRS offers clear operational advantages. However, automation does not reduce validation responsibility. In regulated life sciences environments, ASRS introduces new validation, compliance, and data integrity considerations […]
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Computer Software Assurance (CSA) Resource Series – Article 1 of 5 Software plays a larger role in medical device manufacturing today than ever before. From production equipment and environmental monitoring systems to quality management systems, electronic records, inspection technologies, and analytics platforms, manufacturers rely on software to support nearly every aspect of production and quality. As technology […]
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