The Danish Medicines Agency (DKMA) is working to define criteria for the application of artificial intelligence (AI) and machine learning (ML) across GxP-regulated areas. To understand industry’s position, it has been gathering information using questions posed as though asked by an inspector assessing the quality of an AI/ML algorithm to control and evaluate product quality. To form an industry response, BioPhorum gathered a...
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Regulatory: Feedback to DMKA questions to critical GXP augmented intelligence
Sep 2021 | Feedback to agency, Information Technology, POI - Regulatory, Regulatory
BioPhorum response to work being conducted by The Danish Medicines Agency (DKMA) to define criteria for the application of artificial intelligence (AI) and machine learning (ML) across GxP-regulated areas. The questions asked by the agency considered the requirements and quality of data used to build, test and validate an algorithm, and how it would respond to biases and deviations in results.
The essential digital capabilities for CGT manufacturing to succeed at scale
Sep 2020 | Cell & Gene Therapy, News
Cell and gene therapies (CGTs) is an emerging, high-growth area, but their manufacture is different from established small molecule and biologics platforms in many ways. These range from starter cell variability and traceability for patient safety, to the need for fast turnarounds, very dynamic scheduling and rapid deviation management. All of these, and more, profoundly affect the IT system requirements for CGT. As more CGTs are approved for...
IT for CGT: Digital capabilities for cell and gene therapy
Sep 2020 | Cell & Gene Therapy, Information Technology, POI - Information Technology
There are many differences in manufacturing cell and gene therapies (CGTs) compared to established small molecule and biologics platforms and this profoundly affects the IT systems requirements. Some products are personalized so the process includes personal screening and sequencing data, with traceability and data privacy throughout. Starter cell variability adds complexity to a manufacturing process that must have a rapid turnaround, very dynamic scheduling and rapid deviation management. Outcomes must be tracked for the long term to improve patient outcomes as well as to support novel reimbursement models.Industrialization of CGTs therefore needs the support of advanced systems for manufacturing execution, orchestration, traceability, scheduling, patient data and outcome tracking. Some processes will be encapsulated in closed systems, and there may be analytical requirements for continuous process verification and dynamic adjustment. Operators distributed across the globe will be supported remotely by augmented and virtual reality technologies. This paper helps executives and IT professionals to understand the IT needed to support CGT manufacture, and stimulates collaboration across the industry to meet these challenges.
Agile GxP: Guidance on the use of agile in a GxP environment: Companion document
Apr 2019 | COVID 19, Information Technology, POI - Information Technology
This Companion document, to be used alongside its original guidance ‘Guidance on the use of Agile in a GxP environment’. It provides more practical advice on how to implement agile in a GxP environment. The Companion is less about ‘what is Agile’ but more ‘how to do it’ in the biopharmaceutical arena. The Companion details five levels to full Agile working that will help companies determine what level they are currently at and what they need to do to progress to the next stage. This approach will help companies understand how to implement Agile in GxP environments more rapidly and effectively.
IT controls for ‘infrastructure as a service’ in the biopharmaceutical industry
Jun 2018 | Information Technology, POI - Information Technology
Cloud services are being increasingly used in biomanufacturing to provide a cost effective and flexible platform for software deployment. As GxP systems increasingly move onto the cloud agreement is vital for both provider and customer responsibilities to maintain compliance. For example, how does the provider ensure the security of the underlying infrastructure? Does the provider utilize commercially available software products that are developed and tested to IT industry standards? And does the customer perform periodic reviews of their provider configurations and the systems they deploy? With a lack of clarity on questions such as these we open ourselves up to both risk and a lack of consistency across the industry. In response to this set of uncertainties the BPIT subject-matter experts (SMEs) developed a checklist of critical questions by control area designed to create clarity. As such this paper and checklist help companies gain all the benefits of hosting GxP systems in the cloud while providing the necessary level of regulatory compliance and assurance. The paper focuses on infrastructure as a service and is vendor neutral.
Agile GxP: Guidance on the use of agile in a GxP environment
Jun 2017 | COVID 19, Information Technology, POI - Information Technology
The biopharmaceutical industry is challenged to continually deliver and maintain products in a cost-effective way while retaining regulatory compliance. An Agile approach to software development supports the need for an effective and efficient business. However, use of Agile in a GxP environment has been limited due to the perceived regulatory risk. This guide provides an approach that ensures delivery of software solutions while maintaining regulatory compliance. The approach uses the conventional validation plan and validation report, while adapting the design, build and test stages to provide an Agile approach. Using this guidance enables companies to implement software systems in a GxP environment while delivering to the business the benefits of cost, speed and quality with full regulatory compliance.