Exscientia enters $70M collaboration to develop anti-viral therapeutics against Coronavirus and other viruses with pandemic potential

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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. 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. According to FDA’s Quality Management System Regulation overview and FAQs, the QMSR became effective on February 2, 2026, incorporates ISO 13485:2016 by reference, and introduced the updated device inspection process under Compliance Program 7382.850. ISO 13485 certification does not exempt a manufacturer from FDA inspection or guarantee compliance with FDA requirements. For devices marketed in the European Union, Regulation (EU) 2017/745, Annex I, Section 23, provides the primary requirements for information supplied with devices, including labels and instructions for use. Teams should assess the applicable provisions alongside relevant language, product-specific, and market requirements. A labeling review should therefore evaluate required content and consistency with the device’s intended purpose and supporting documentation—not merely artwork accuracy. How to Identify the Real Gaps Begin with a cross-functional assessment that follows actual product and information flows. Select representative transfers, label changes, supplier changes, and CAPAs, then trace each from initiation through implementation and effectiveness review. Map dependencies: Identify affected specifications, suppliers, packaging components, systems, validation activities, and training. Compare records with practice: Check whether approved procedures match what operators and reviewers actually do. Test traceability: Follow a requirement through technical documentation, labeling, production instructions, and release evidence. Examine recurrence: Look for repeated deviations, reopened actions, overdue changes, and findings shared across sites. Assess capacity: Determine whether qualified owners have enough time and authority to complete corrective work. 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. Finally, verify implementation where the work happens. Confirm that current instructions are available, suppliers received approved requirements, systems contain correct versions, and affected personnel can perform their tasks. A signed approval is not evidence that every downstream change took effect. Mistakes That Undermine Inspection Readiness Closing CAPAs on task completion alone: Effectiveness checks should test whether the underlying failure has been controlled. Updating labels in isolation: Assess packaging, supplier, system, documentation, and inventory consequences. Counting closures instead of evidence: Dashboards need defensible records behind their status indicators. ...
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Exscientia, an AI-driven pharmatech company with a mission to radically improve how drugs are discovered, announced a four-year collaboration with the Bill & Melinda Gates Foundation, a non-profit focused on fighting global poverty, disease, and inequity, to develop small molecule therapeutics that tackle the current Coronavirus pandemic and help prepare for future pandemics. The collaboration will initially focus on developing broad-spectrum Coronavirus agents (e.g., SARS-CoV-2 and its variants, MERS), including accelerating Exscientia’s lead program, which targets the main protease (Mpro) of SARS-CoV-2, the virus responsible for COVID-19. Subsequently, the collaboration will expand to develop therapeutics for influenza and Paramyxoviridae (e.g., Nipah), with the potential to develop additional programs as identified by the joint team.

Exscientia’s AI-driven platform enables scientific concepts to be rapidly translated into precision-designed therapeutic candidates, with a goal of increasing probability of success and an accelerated path to the patient.

“The ongoing COVID-19 pandemic underscores the urgency to develop safe and effective broad-spectrum drugs to expand our armoury against viruses and their variants. We need to fight today’s pandemic but also ensure we are prepared with new drugs to combat viruses with future pandemic potential. We are honoured to work alongside the Bill & Melinda Gates Foundation to advance this mission by ensuring accessibility and affordability of these therapeutics globally,” commented Andrew Hopkins, Chief Executive Officer of Exscientia. “We believe that our AI-driven platform can accelerate the creation of better, more effective therapeutics that can address some of the world’s most critical and emerging health risks.”

“Small molecule therapeutics could provide a superior approach to guard global health,” said Denise Barrault, Director of Portfolio Management at Exscientia. “Certain targets are prevalent across families of viruses, meaning that potent therapeutics could be broadly effective across multiple virus families. Further, this collaboration will focus on evaluating protein targets that are evolutionarily conserved and are less likely to develop resistance.”

The Gates Foundation’s program-related investment in Exscientia was made through its Strategic Investment Fund (SIF), a team that uses a suite of financial tools to address market failures and incentivise private enterprise to develop affordable and accessible products and services for low-income populations. SIF investments are intended to further the Gates Foundation’s programmatic goals, not to generate financial returns. If any profit is generated by an investment, it will be used solely for charitable purposes through Gates Foundation philanthropic programs.

Under the terms of the agreement, Exscientia will receive a $35 million equity investment from the SIF, with the potential for additional grant funding to help advance development candidates through commercialisation. The Gates Foundation’s program-related investment is subject to certain closing conditions being satisfied. As a global leader in pandemic preparedness, the Gates Foundation will also contribute its extensive expertise in funding the design, development, and distribution of antiviral drugs. Exscientia will lead the initial antiviral projects and apply its platform technology to research, discover, and develop up to five Phase 1-ready small molecule therapeutics for future pandemic preparedness. Exscientia will provide $35 million in matching contributions, through operations and funding for third party activities. Exscientia maintains worldwide rights to all developed products with a commitment to make the anti-viral products affordable and accessible to people in developing countries.

In July, Exscientia received a grant from the Gates Foundation to expedite the optimization of a new class of COVID-19 therapeutics created using its AI drug design platform, focused on a novel class of inhibitors targeting the SARS-CoV-2’s main protease enzyme, Mpro, the causative agent of COVID-19. This work will continue under the collaboration announced today. Additionally, in 2020, the foundation awarded a $4.2 million grant to Exscientia to identify new innovative treatments for malaria and tuberculosis – two of the world’s leading infectious disease killers – as well as new medicines for non-hormonal contraception.

About Exscientia

Exscientia is an AI-driven pharmatech company committed to discovering, designing, and developing the best possible drugs in the fastest and most effective manner. Exscientia is the first company to progress AI-designed small molecules into the clinical setting and repeatedly demonstrate the ability of AI to transform how drug candidates are created. Exscientia’s AI platform has now designed three drugs that are in Phase 1 human clinical trials.

Drug design is precision engineering at the molecular scale. Exscientia has built dedicated AI systems that efficiently learn from the widest range of data and consistently reapply enhanced knowledge through iterations of design. Because Exscientia’s AI platform learns more effectively and rapidly than human-led efforts alone, candidate molecules satisfying complex therapeutic requirements are created with revolutionary efficiency. Exscientia believes that designing better drugs, faster, will allow the best ideas of science to rapidly become the best medicines for patients.

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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. 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. According to FDA’s Quality Management System Regulation overview and FAQs, the QMSR became effective on February 2, 2026, incorporates ISO 13485:2016 by reference, and introduced the updated device inspection process under Compliance Program 7382.850. ISO 13485 certification does not exempt a manufacturer from FDA inspection or guarantee compliance with FDA requirements. For devices marketed in the European Union, Regulation (EU) 2017/745, Annex I, Section 23, provides the primary requirements for information supplied with devices, including labels and instructions for use. Teams should assess the applicable provisions alongside relevant language, product-specific, and market requirements. A labeling review should therefore evaluate required content and consistency with the device’s intended purpose and supporting documentation—not merely artwork accuracy. How to Identify the Real Gaps Begin with a cross-functional assessment that follows actual product and information flows. Select representative transfers, label changes, supplier changes, and CAPAs, then trace each from initiation through implementation and effectiveness review. Map dependencies: Identify affected specifications, suppliers, packaging components, systems, validation activities, and training. Compare records with practice: Check whether approved procedures match what operators and reviewers actually do. Test traceability: Follow a requirement through technical documentation, labeling, production instructions, and release evidence. Examine recurrence: Look for repeated deviations, reopened actions, overdue changes, and findings shared across sites. Assess capacity: Determine whether qualified owners have enough time and authority to complete corrective work. 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. Finally, verify implementation where the work happens. Confirm that current instructions are available, suppliers received approved requirements, systems contain correct versions, and affected personnel can perform their tasks. A signed approval is not evidence that every downstream change took effect. Mistakes That Undermine Inspection Readiness Closing CAPAs on task completion alone: Effectiveness checks should test whether the underlying failure has been controlled. Updating labels in isolation: Assess packaging, supplier, system, documentation, and inventory consequences. Counting closures instead of evidence: Dashboards need defensible records behind their status indicators. ...

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