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Phastar Vice President Prof Jennifer Visser-Rogers Named in Women in Data Twenty in Data & Technology

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Technology transfer moves more than manufacturing instructions. It moves process knowledge, supplier dependencies, labeling requirements, packaging specifications, and the evidence needed to demonstrate control. For medical device manufacturers, including those supporting drug-device combination products, these interfaces can become recurring sources of compliance gaps during site transitions, acquisitions, and remediation. The central problem is often not a missing procedure. It is a quality system that allows connected activities to change independently. A label revision may be approved while packaging artwork, supplier instructions, or production-system data still reflect an obsolete version. Staying inspection-ready requires manufacturers to manage these dependencies as one controlled system. Why Compliance Gaps Keep Recurring Findings are treated as documentation defects Revising a procedure can resolve an immediate discrepancy without changing the behavior that caused it. If unclear decision rights, weak escalation, or ineffective training remain, the same failure may surface elsewhere. Corrective and preventive action should distinguish the observed finding from its underlying cause and establish how effectiveness will be demonstrated. Ownership is divided across connected functions Quality, Regulatory Affairs, labeling, packaging engineering, operations, suppliers, and digital-system owners often maintain separate workflows. Each team may complete its assigned task while an interface remains uncontrolled. For example, changing an instruction for use can affect packaging configuration, translations, technical documentation, inventory disposition, and release controls. Transitions expose unresolved weaknesses Acquisitions and site transfers can introduce conflicting procedures, incomplete knowledge transfer, or different assumptions about validated processes. Regulatory changes add further demands. When these events coincide with CAPA or change-control backlogs, teams may prioritize administrative closure over risk reduction. Without a coordinated impact assessment, local fixes can create new gaps downstream. Establish the Regulatory Baseline Inspection readiness starts with knowing which requirements apply to the product, activity, and market. Pharmaceutical, device, and combination-product obligations are not interchangeable; transfer planning should identify the applicable requirements rather than assume one quality framework covers every operation. 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Prioritize gaps by potential patient or user harm, regulatory impact, likelihood of recurrence, and detectability. Document the rationale; an old overdue item is not automatically more important than a newly identified high-risk weakness. Align Quality, Labeling, Packaging, and Change Control Create a coordinated remediation plan with one accountable owner for each action, named contributors, acceptance criteria, and required evidence. Separate immediate containment from systemic correction. Containment might prevent obsolete labels from being issued; correction might redesign approval and implementation controls so obsolete versions cannot return. Use change control as the integration point. Before approval, evaluate effects on regulatory submissions or notifications, technical documentation, supplier controls, packaging performance, validation, electronic master data, inventory, and training. Record both identified impacts and justified decisions that particular activities are unaffected. During technology transfer, define readiness gates before production or release responsibilities move. These should address the transfer of process knowledge, acceptance criteria, receiving-site capability, required qualification or validation, approved documents, and personnel competence. The appropriate evidence depends on the product and process; a generic checklist cannot replace a documented assessment. 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Prof Jennifer Visser-Rogers, Vice President, Statistical Research and Consultancy at Phastar, has been announced as one of the Women in Data® Twenty in Data & Technology. The 6th series is a showcase of inspirational, trailblazing and dedicated women, encompassing every level of seniority and data discipline, from research to production and academia to commerce.

Prof Visser-Rogers directs the research strategy at Phastar, a global specialist biometrics contract research organization, and provides leadership and advice to statistical consultancy activities. Jennifer is a highly active member of the Royal Statistical Society, President Elect of the British and Irish Region of the International Biometrics Society, and can frequently be found talking statistics in schools, theatres and in the media.

Commenting on receiving the recognition, Prof Visser-Rogers said: “It is an honour to be recognized in Series 6 of Women in Data® Twenty in Data & Technology and be part of a growing community helping to address under-representation of women in the data industry. When I was at school, I found maths really abstract and I couldn’t connect with the subject. But when I started doing statistics, and I saw how you could visualize and analyse data, it ignited a fire in me. I hope showcasing the achievements of myself and my fellow nominees will help other girls and women to find their own passion for data.”

Phastar Chief Executive Officer Graham Clark said: “We are delighted to see Jennifer receive this truly well-deserved recognition from Women in Data®. Jennifer keeps Phastar at the cutting edge of new statistical developments and leads our research activities. She also heads up our Phastar Cares initiative, which offers pro bono access to our specialist statisticians, programmers, and data managers.

At Phastar women account for 54% of Analysts and Data Scientists, with the industry standard currently at 25%, we will continue our own efforts to increase diversity and representation across our industry.”

Women in Data® plays a key role in driving more accurate representation wherever data is being gathered and analysed. It provides a platform that allows professionals at all levels to share their knowledge and experience, while working alongside businesses to help them embrace and develop the enormous advantages generated by diversity.

Payal Jain, head judge and chair of Women in Data® said: “Now in its 6th series, the Twenty continues to celebrate role models – after all you can’t be, what you can’t see. We’re delighted to witness the largest spread of nominations yet, with diversity of awardees across industry and seniority. Seeing how creativity and AI has been used to bring Series 6 to life has been amazing!”

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Managing Quality and Regulatory Risks in Pharmaceutical Technology Transfer

Technology transfer moves more than manufacturing instructions. It moves process knowledge, supplier dependencies, labeling requirements, packaging specifications, and the evidence needed to demonstrate control. For medical device manufacturers, including those supporting drug-device combination products, these interfaces can become recurring sources of compliance gaps during site transitions, acquisitions, and remediation. The central problem is often not a missing procedure. It is a quality system that allows connected activities to change independently. A label revision may be approved while packaging artwork, supplier instructions, or production-system data still reflect an obsolete version. Staying inspection-ready requires manufacturers to manage these dependencies as one controlled system. Why Compliance Gaps Keep Recurring Findings are treated as documentation defects Revising a procedure can resolve an immediate discrepancy without changing the behavior that caused it. If unclear decision rights, weak escalation, or ineffective training remain, the same failure may surface elsewhere. Corrective and preventive action should distinguish the observed finding from its underlying cause and establish how effectiveness will be demonstrated. Ownership is divided across connected functions Quality, Regulatory Affairs, labeling, packaging engineering, operations, suppliers, and digital-system owners often maintain separate workflows. Each team may complete its assigned task while an interface remains uncontrolled. For example, changing an instruction for use can affect packaging configuration, translations, technical documentation, inventory disposition, and release controls. 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Prioritize gaps by potential patient or user harm, regulatory impact, likelihood of recurrence, and detectability. Document the rationale; an old overdue item is not automatically more important than a newly identified high-risk weakness. Align Quality, Labeling, Packaging, and Change Control Create a coordinated remediation plan with one accountable owner for each action, named contributors, acceptance criteria, and required evidence. Separate immediate containment from systemic correction. Containment might prevent obsolete labels from being issued; correction might redesign approval and implementation controls so obsolete versions cannot return. Use change control as the integration point. Before approval, evaluate effects on regulatory submissions or notifications, technical documentation, supplier controls, packaging performance, validation, electronic master data, inventory, and training. Record both identified impacts and justified decisions that particular activities are unaffected. During technology transfer, define readiness gates before production or release responsibilities move. These should address the transfer of process knowledge, acceptance criteria, receiving-site capability, required qualification or validation, approved documents, and personnel competence. The appropriate evidence depends on the product and process; a generic checklist cannot replace a documented assessment. 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