Industry feedback on artificial intelligence in drug manufacturing FDA discussion paper

In May 2023, the FDA published a discussion paper on Artificial Intelligence in Drug Manufacturing, inviting industry feedback. This paper is critical for BioPhorum members as it captures some of the most innovative ways of working they aim to implement globally.  

Our responses have now been published in this paper. 

The FDA offered eight questions against which industry was to provide its feedback, including: 

  1. What types of AI applications do you envision being used in pharmaceutical manufacturing?  
  1. What are the necessary elements for a manufacturer to implement AI-based models in a cGMP environment? 
  1. What are the necessary mechanisms for managing the data used to generate AI models in pharmaceutical manufacturing? 

 

BioPhorum members – both technical and regulatory subject matter experts – were brought together by the Regulatory Governance and External Partnerships team (REGx) to provide the FDA with their views on the current state of implementation of AI in industry. They also discussed their technical and regulatory challenges and their ultimate goal: the real-time release of products in a fully automated plant. 

Our paper also presents a global picture of the current state of the biomanufacturing industry on the implementation of AI. It can be used by subject matter experts, business leaders, and key opinion makers to assess their current AI maturity level compared to others and potentially identify future areas of collaboration.

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  Artificial intelligence (AI)     FDA draft guidance  
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  • Create Date 30th June 2023
  • DOI https://doi.org/10.46220/2023IT003
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Technology Strategy
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Cell & Gene Therapy

Maximizing the impact of the many advanced therapies under development requires that the industry comes together to improve understanding of how to develop, control and manufacture these life changing therapies.

We connect strategic thinkers in drug development and contract manufacturing organizations with the aim of ensuring harmonization and alignment around issues such as potency assays, phase-appropriate guidance for critical quality attributes, operator safety, regulatory guidelines, and C&GT-specific validation issues, as well as working toward resolving the current challenges to commercializing C&GT products. Discover more and learn about the outputs here.

Development Group

The ever-increasing need to reduce product development lead times and the opportunities to exploit innovative technologies in development are two key industry themes that remain at the forefront of our work. The Phorum successfully connects process development organizations and provides a space where subject matter experts can work on issues such as quality by design and process characterization, cell line technologies, and molecule selection. Read some of the outputs and discover how you could benefit by getting involved.

Drug Substance

Accelerating improvement, exploiting opportunities offered by innovation, and identifying best practice approaches across all aspects of the manufacturing process – these are the essential objectives

Data and digital capabilities are at the core of many of these industry challenges. Work in BioPhorum Drug Substance is informed by BioPhorum Technology Strategy, which has summarized our industry’s market drivers and trends. Capacity, flexibility, sustainability and pace all feature as requirements to succeed in a rapidly changing environment.

Find out more about what our members are currently discussing and learn about some of the successful implementations of our output.

Fill Finish

Quality and demonstrating compliance are two priorities of BioPhorum Fill Finish. Representatives of the world’s top sterile filling operations come together to develop solutions to some of the most intractable technical and regulatory challenges. To address these challenges in drug product aseptic filling (‘fill’) and secondary packaging (‘finish’) operations, our community of industry experts is working relentlessly to continually improve the pharmaceutical quality system (PQS). Together they continue to strive towards developing and implementing safe, predictable, lean, and agile processes in drug product operations. Find out more about the Phorum output here. 

Information Technology

IT and digital advances are crucial in responding to the pharmaceutical industry’s challenges around speed, cost, quality, flexibility, and sustainability. Unlocking and realizing the value in the industry’s IT opportunities is the core mission of the IT Phorum. 

The digital manufacturing facility of the future needs to consider technology advances alongside organizational perspectives while maintaining foundational security requirements. All elements must be considered in the long term to deliver systemic change toward the digital factory vision. Our members collaborate in a format that stimulates and supports industry innovation and implementation. 

Regulatory-CMC

BioPhorum Regulatory CMC is affording professionals the opportunity to shape their own collaboration program focused on challenges and opportunities across strategy, science, operations, submissions and compliance. Following a discovery program of work with Heads of Regulatory CMC, in which we identified some key topics of collaboration, we are giving you the opportunity to participate and help us to shape the final collaboration program. This will focus on, filing and review, interactions with Health Authorities, and harmonization. Our mission is not just to discuss, but to deliver applicable outputs and publications that will have an impact – learn more about how you can get involved.

Supply Chain to Patient

The pharmaceutical outbound supply chain was built on a blockbuster model and doesn’t fit the needs of the changing pipeline and new modalities currently being developed. The geopolitical challenges of recent years have shown that the outbound supply chain needs to evolve to become more agile, and resilient, and address a more expectant end-user bying on patient-centricity. Industry collaboration can accelerate improvements and transform performance in a way not possible when working independently. This Phorum is founded on the belief that learning from each other and challenging current thinking to re-imagine the supply chain can reduce costs and increase efficiency.

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BioPhorum SP members want the inbound supply chain for the biomanufacturing industry to be recognized as one of the best-understood and managed global supply chains. They intend to be not only a trusted advisory group but also the engine that drives change for the industry. Working together, we aim to achieve supply chain transformation that provides:

  • an enhanced robustness and resilience
  • accelerated capability and capacity to effect technology adoption
  • reduced cost of quality, and
  • industry-wide alignment on operational implementation

There’s an extensive list of Phorum successes and tangible benefits that have been delivered to define industry best practise.

Sustainability

The BioPhorum Sustainability program is jointly designed, governed, and delivered by a membership drawn from licence holders, contract manufacturers, major suppliers and niche suppliers. This dynamic partnership means that we can quickly focus on the areas that have the greatest industry impact, and we can leverage learning from each other and other sectors – the chemical industry and the built environment for example.

BioPhorum’s unique ability to build a strong coalition for change for an entire industry is now being applied to the greatest challenge of our generation. Driven by evident industry needs, Phorum members are working to develop agreed industry benchmarks, establish the ROI of sustainability investments and to increase the efficacy of implementation of members’ sustainability strategies.

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With a mission to define strategies to accelerate technology transformation and support the adoption of innovative technologies, BioPhorum Technology Strategy evolved from BioPhorum Technology Roadmapping, strives to realize the technology roadmap vision 2.0.

This is being achieved through a multi-stakeholder team of member companies with collective capability and influence who are committed to driving forth industry goals associated with: Speed to market, Quality, Value, Agility and On-Demand Supply and Sustainability.

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Introducing MediPhorum
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Introducing MediPhorum

The medical technology (MedTech) industry is a critical and complex sector. As highlighted during the Covid-19 pandemic, the MedTech industry provides a wide array of products and technologies that are vital to the safe and effective provision of care to many. Also, as seen over recent years, there is often the requirement for flexibility in supply, rapid development, and the introduction of new products to keep pace with global public health demands.

Advanced Wound Care and Wound Management

Advanced wound care (AWC) is the medical treatment for wounds that have not healed properly using conventional wound care products such as gauze, bandages, plasters, and wadding.

AWC involves treating chronic or complex wounds using products that are not as easily obtained over the counter. AWC can be divided into three main categories: wound healing, infection prevention, and restoration.

Drug Delivery

Drug delivery products are therapeutic and diagnostic products combining drugs, devices, and/or biological products, which enable safer and more efficient treatment due to careful and precise drug targeting, local administration, and tailored treatment.

Introducing the new MediPhorum
MediPhorum by BioPhorum has been launched to bring together senior business leaders and subject matter experts across multiple MedTech... read more

Introducing the new MediPhorum
MediPhorum by BioPhorum has been launched to bring together senior business leaders and subject matter experts across multiple MedTech... read more

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BioPhorum Deliverables Report
BioPhorum brings you the latest Deliverables Report, an informative and inspiring consolidation of the benchmarks, position papers, guidance documents, assessment tools, industry user requirements, study results, and roadmaps produced in the last twelve months.
Technology Strategy
Buffer stock blending system
Knowledge management
Technology adoption
Operations
Change notification
Closure playbook
Extractables and leachables
In-Line Monitoring and Real-Time Release
Raw materials
Regulatory Governance and External Partners
Single-use systems
Annex 1
Information Technology
Digital integration of sponsor and contract organizations
Digital plant maturity model
IT for cell and gene therapies
Lab of the future
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