How Viralgen cut CDMO onboarding from 6-12 months to 3 with Digital CMC

Digital-first CDMO onboarding

When a clinical-stage gene therapy company came to Viralgen with an ambitious AAV program and an unforgiving timeline, every week of delay risked widening the gap between patients with genetic diseases and the therapies that might change, or even save, their lives. 

The compressed timeline also posed a familiar challenge for Viralgen: how do CDMOs like us onboard new clients quickly, without sacrificing quality, while ensuring we can get therapies to patients faster?

Onboarding is a complex task, complicated by scattered spreadsheets, unstructured documents, version conflicts, and the meeting-heavy reviews traditionally used in tech transfers. 

To help expedite their onboarding, Viralgen unified Digital CMC data into a trusted, digital knowledge platform to pre-build their client’s process in a structured workspace. From the very first day, both Viralgen and their partner could collaborate in real time, with process maps, quality templates, and risk assessments already in place. The onboarding process, which typically took between 6-12 months, was completed in a fraction of the time, in just 3 months, thanks to alignment across all teams. 

Below we explain how Viralgen used structured digital readiness to de-risk tech transfer and provide competitive differentiation in CDMO partnerships.

The challenge: How to compress CDMO onboarding times without compromising quality

At Viralgen, past onboarding projects were slowed by:

  • Manual tools like Excel leading to lost versions and misalignment
  • Documents being shared back-and-forth without centralized version control
  • Difficult to visualize process logic or dependencies in flat files
  • Inefficient collaboration among 20+ stakeholders across functions

 

Viralgen saw an opportunity to transform their approach and boost client confidence, and used structured templates, including QTPPs and CQA lists, to establish a shared digital workspace, giving both teams a single source of truth while enabling real-time alignment.

The solution: A unified digital platform enabling rapid onboarding and commercial readiness

Viralgen deployed QbDVision as the backbone of their onboarding process, bringing structure, transparency, and efficiency to every phase of the tech transfer.

Viralgen had already compiled extensive platform knowledge such as process descriptions, CQA classifications, and risk-based evaluations, into QbDVision. This allowed them to enter an initial workshop with a fully structured baseline. Over a focused three-day session, the two teams jointly reviewed the pre-built CQA risk assessment, layering in product-specific knowledge provided by the client. By the end of the workshop, the combined team had successfully generated a complete, product-specific CQA risk assessment, all updated live within QbDVision.

To finalize risk alignment, Viralgen then scheduled an in-person failure mode and effects analysis (FMEA) workshop early in the onboarding process. Using QbDVision, Viralgen and the client could work through the process together, spotting potential failure points, dependencies, and identifying ways to handle issues as they came up. QbDVision’s platform came preloaded with tailored QTPP templates, CQA classifications, and a visual process tree, allowing Viralgen to quickly adapt and align workflows with the client’s program. Here’s how it worked:

  • Pre-built platform processes and templates

    Viralgen began with a pre-configured digital process model in QbDVision, complete with CQA classifications, risk assessments, and QTPP templates tailored to AAV products.

  • Rapid client engagement

    The client team received ready-to-use QTPP and risk assessment templates, which they completed and returned within days, not weeks.

  • Dynamic process adaptation

    Viralgen’s team customized their process tree, removing non-relevant unit operations and visualizing dependencies directly in the QbDVision interface.

  • Digital risk alignment

    A live, in-person FMEA workshop was scheduled to finalize alignment, supported by shared data and structured logic already in the platform.

By the end of the FMEA workshop week, Viralgen and the sponsor had a complete set of potential critical process parameters and key parameters, all readily exportable for internal and client review. They also aligned on follow-up actions that would define the process characterization scope and guide refinement of the draft control strategy.

In total, Viralgen completed both the CQA risk assessment and the process FMEA in under two weeks, with the acceleration enabled by pre-compiled platform knowledge and real-time digital collaboration within QbDVision. All outputs remained interconnected within a single system, ensuring that future data could seamlessly update the same models and risk structures.

The results: Confidence, control, and compressed timelines

In gene therapy, every day counts. By standardizing documentation, templates, and reporting, teams achieved faster alignment across functions, improved transparency, and strengthened partner confidence. 

These efficiencies didn’t just save time, they also created a scalable model for future technology transfers, enabling Viralgen to deliver therapies to patients sooner and respond to evolving market demands with greater agility.

“Ultimately, what we could provide to the client was an accelerated commercial manufacturing readiness using the knowledge we already had at Viralgen and QbDVision was the tool that helped us leverage this information.”

A single source of truth for truth for Digital CMC also eliminated the disparate document drama that typically bogs down tech transfers. All platform knowledge, client-provided data, risk linkages, and workshop updates lived in QbDVision, editable in real time and visible to every SME involved. This eliminated document juggling, reduced the chance of version conflicts, and ensured consistent alignment across teams.

  • Onboarding timeline reduced from 6-12 months to just 3 months
  • Zero lost versions or conflicting edits due to centralized version control
  • Increased partner confidence, thanks to professional, pre-built frameworks
 

What once required months of manual updates, redundant reviews, and the kind of recurring meetings that drain hours better spent on actual science, instead took only a few structured working sessions, each anchored by a shared, digital source of truth in QbDVision.

Structured to scale: A new standard for CDMO collaboration

Beyond the immediate project, the QbDVision framework provides Viralgen with a repeatable onboarding process. Every new client can now start from a standardized, validated process tree with pre-aligned quality and risk structures, reducing redundancy, minimizing errors, and ensuring rapid alignment across teams. This scalability transforms each onboarding from a unique challenge into a predictable, efficient workflow.

Viralgen is already exploring ways to extend access to viewing licenses for CDMO partners and to integrate this model into other departments.

The takeaway: Turning urgency into confidence

With structured knowledge, shared visibility, and data-driven collaboration, Viralgen transformed a historically manual process into a digital success story.

“It’s proof of the power of putting structure first. From the very first walkthrough, the client could see that we were ready to start work: We weren’t just presenting a plan, we were ready to execute it. QbDVision makes tech transfers feel less like a handoff and more like a hand-in-glove fit.”

By the numbers: Viralgen’s onboarding transformation

Metric

Before QbDVision

With QbDVision

CDMO onboarding timeline

6-12 months

~3 months

Process visibility

Fragmented across Excel files

Centralized in QbDVision

Version control

Manual and error-prone

Digital, traceable, real-time

Stakeholder alignment

Meeting-intensive

Seamless digital collaboration

Client confidence

Variable

Strong, immediate trust

Before adopting the platform, onboarding a new CDMO took anywhere from 6 to 12 months, with teams juggling multiple Excel files, version mismatches, and lengthy review meetings. 

With QbDVision, that same process now takes roughly three months. All key process data, QTPPs, CQAs, and risk assessments, live in a single, structured workspace where every update is traceable in real time. Instead of chasing edits and reconciling conflicting versions, teams focus on meaningful collaboration, while clients gain instant confidence seeing their program managed through a transparent, well-organized digital system.

A new digital standard for CDMO partnerships

Viralgen’s collaboration with QbDVision demonstrates how structured data and digital tools can compress timelines, improve quality, and strengthen partnerships across the gene therapy ecosystem.

The shift from a document-centric approach to a knowledge-centric model provides multiple long-term strategic advantages for CDMOs. With structured and centralized process knowledge, critical CMC information can be preserved during workforce transitions, site expansions, or even personnel changes, preventing silent, and often very costly, knowledge drains within an organization. 

As you can see in our case study with Viralgen, standardized and repeatable onboarding frameworks allow CDMOs to accelerate new client programs while maintaining consistency and scientific rigor. Full traceability and integrated risk mapping enhance regulatory readiness, ensuring that every process decision is documented, verifiable, and defensible. Additionally, this approach creates a scalable operational model that can be applied across multiple partners, therapeutic modalities, and manufacturing sites, delivering faster alignment, improved transparency, and stronger partner confidence. 

But that’s not all. By providing contextualized, structured knowledge rather than disconnected data points, knowledge-centric Digital CMC approaches can also provide a strong foundation for AI-driven initiatives enabling CDMOs to leverage advanced analytics.

By adopting a knowledge-centric, digital infrastructure, CDMOs can position themselves to meet the growing demands of complex gene therapy programs, respond effectively to market and regulatory pressures, and accelerate the delivery of life-changing therapies to patients.

GET IN TOUCH

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Reach out to learn how QbDVision is helping organizations like Viralgen transform onboarding from a bottleneck into a breakthrough.

Tina Beaumont

Managing Director, Life Sciences Strategy, Accenture

Tina is a Managing Director in Accenture’s Life Sciences Strategy practice with over 15 years experience in the industry. 

Tina is a transformation leader and helps her clients to architect and implement complex enterprise programs, including digital and process transformations, strategic cost take-out programs, change management and process re-design & engineering.

2019 Philadelphia Business Journal Minority Business Leader Award, 2023 Healthcare Business Association Rising Star Honoree, 2025 Bryn Mawr Health Foundation Board Member.

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Life Sciences Strategy & Consulting, Accenture

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Her passion lies within the democratization of data; enabling powerful product and process knowledge to seamlessly span early discovery through commercial manufacturing and quality.

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Digital Technical Manager, AbbVie

Experienced Technical Leader with many years of GMP pharmaceutical experience in multiple roles such as Technology Transfer Lead, Process Chemistry, Process engineering, Validation and QC analytical.

Delivery of NPI technology transfers and commercial product continuous improvement projects working with all levels within an organization.

Passionate about maximizing the use of data and digital tools to support pharmaceutical manufacturing and tech transfer.

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Vice President, Head of Sustainability and Technology, R&D, Takeda

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As Vice President, Head of Sustainability and Technology, R&D at Takeda, Christoph currently is accountable for large-scale global innovation, advancing emerging capabilities and novel approaches in drug discovery and development, while ensuring alignment with Takeda’s Net-Zero objectives.

His career is defined by end-to-end transformation across Research, CMC, Manufacturing, Quality, Regulatory, and Supply Chain, seamlessly integrating business excellence principles and technological advancements to accelerate efficient and scalable pharmaceutical operations.

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CRO at Datahow LLC.

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Kevin has an MS in engineering from Drexel University and is currently the CRO for DataHow.  DataHow has pioneered the development of AI-powered bioprocess models and methods and applied them to bioprocess development objectives.

Devendra Deshmukh

Head of Strategy, Product, & Partnerships, Thermo Fisher Scientific – Digital Science

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Before joining Thermo Fisher Scientific, Devendra held leadership positions including GM for AlinIQ Global Services & Support at Abbott Diagnostics, leader of the Scientific Informatics practice in Boston at Accenture, Executive Director for Global Research IT at Merck, and VP and GM for PerkinElmer Informatics.

Lewis Shipp

Digital CMC Specialist, QbDVision

Pharmaceutical scientist and expert in drug development & manufacturing across various therapeutic areas. Currently a Digital CMC Specialist at QbDVision, helping global pharma/biotech companies streamline CMC workflows to accelerate therapy delivery.

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Principal Engineer – TS/MS Digital Strategy, Eli Lilly and Company

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Associate Director of Data Science, AskBio

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PhD, Executive Director, TS/MS New Modalities and Data Strategy, Eli Lilly and Company

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Isabel Guerrero Montero

MSAT USP Senior Scientist, Viralgen Vector Core

Isabel currently works at Viralgen Commercial Therapeutic Vector Core as an MSAT Scientist part of the Technology Transfer team. She has years of experience in molecular biology, cell culture and fermentation research with industrial experience as an Upstream Technician responsible for batch record writing and reviewing.

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VP of CMC

Vijay currently leads CMC activities to deliver on Pioneering Medicines portfolio. The portfolio is built on Flagship Pioneering’s bio-platforms covering multiple modalities (small molecules, biologics, cell & gene therapies). Vijay was previously in technical leadership roles at Novartis.

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Director of Digital Life Sciences Operations, ZÆTHER
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Ravi Medandravu

Associate Vice President, Manufacturing and Quality Tech, Eli Lilly and Company

Ravi Medandravu is a seasoned healthcare executive with over 20 years of experience in the pharmaceutical and medical device industries, specializing in global market access and health economics. He has successfully led teams to develop and implement strategies that enhance patient access to innovative therapies worldwide.

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Technical Project Lead, invoX Pharma

A great opportunity to connect with like-minded professionals in the pharma industry who are passionate about digital tools like QbDVision. Learning about advancements in Digital CMC, tech transfer, and AI in the pharma sector broadened my understanding and inspired me to explore innovative approaches in my work.

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COO, QbDVision

A veteran technologist and company leader with a global CV, Luke currently oversees the core business operations across QbDVision and its teams. Before joining QbDVision, he developed, grew, and led key practices for international agency Brand Networks, and spent six years deploying technology and business strategies for PricewaterhouseCoopers’ CIO Advisory consulting unit.

Michael Stapleton

Board Director, QbDVision

Michael Stapleton is a life sciences leader with success spanning leadership roles in software, consumables, instruments, services, consulting, and pharmaceuticals. He is a constant innovator, optimist, influencer, and digital thought leader identifying the next strategic challenge in life sciences, executing and operationalizing on high impact strategic plans to drive growth.

Yash Sabharwal​

President & CEO, QbDVision

Yash Sabharwal is an accomplished inventor, entrepreneur, and executive specializing in the funding and growth of early-stage technology companies focused on life science applications. He has started 3 companies and successfully exited his last two, bringing a wealth of strategic and tactical experience to the team.

Laurent Lefebvre - Headshot

Laurent Lefebvre

RA CMC Director, Novartis

Laurent is the Director of RA GDD CMC at Novartis. With over 10 years of experience working as a worldwide Regulatory CMC Project Lead on blockbuster brands, he is an expert in the entire CMC product lifecycle in global regulatory environments. Laurent has been a core team member of the Novartis Regulatory Strategy and Intelligence for IDMP since 2014 and a member of the EFPIA ICH M4Q support team. He is involved in regular collaborations cross-industry (IDMP roundtables, Pistoia Alliance), digital initiatives (RIM structured authoring, master data & PLM), reviewer of the ISO IDMP guidelines and a Novartis contributor to regulatory intelligence discussions.
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James Maxwell

Life Sciences Innovation Lead, Accenture

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Paul Denny-Gouldson

CSO, Zifo

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Chief Architect of Healthcare and Life Sciences at Amazon Web Services

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Isabell Hagemann

Scientific Assistant, Biological Development, Downstream, Bayer AG

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Global Head TRD Data Assets & Insights, Novartis

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Fran Leira

Global Head of Process Engineering CoE, CSL Behring

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Florian Aupert

Lab Head, Biological Development, Bayer AG

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Global Head, Digital Science Business Operations, Thermo Fisher Scientific

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Managing Director, Scientific Informatics, Accenture

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Victor Goetz, Ph.D

Executive Director, TS/MS New Modalities and Data Strategy, Eli Lilly and Company

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Vice President, CMC Management, Flagship Pioneering

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Head of cGMP Strategic Supply & Operations, mRNA Center of Excellence, Sanofi

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Senior Vice President Manufacturing, Quality, and Operations, SalioGen

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Associate Director, Data & Digital Strategy, AbbVie

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Robert Dimitri, M.S., M.B.A.

Director Digital Quality Systems, Thermo Fisher Scientific

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Devendra Deshmukh

Global Head, Digital Science Business Operations, Thermo Fisher Scientific

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Head of Quality Manufacturing Informatics, Zifo

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Lab Data Automation Practice Manager, Zifo

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Michael Stapleton

Board Director, QbDVision

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Head of Digital Pioneering Medicines & Regulatory Systems, Flagship Pioneering

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Matt holds a B.S. in Biology and Biotechnology from Worcester Polytechnic Institute and an M.B.A. from the Boston University Questrom School of Business, where he focused on Strategy and Innovation.

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Kir Henrici

CEO, The Henrici Group

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VP & Head of Biotech Data Science & Digitalization, Bayer Pharmaceuticals

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John Maguire

Director of Manufacturing Sciences, Sanofi mRNA Center of Excellence

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Business Development Executive, Life Sciences and Healthcare at AWS

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Digital Life Science Operations, ZAETHER

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Manufacturing Sciences Data Manager, Sanofi

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Anthony DeBiase

Offering Manager, Rockwell Automation

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Andy Zheng

Data Solution Architect, ZÆTHER

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Sue Plant

Phorum Director, Regulatory CMC, Biophorum

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Yash Sabharwal​

President & CEO, QbDVision

Yash Sabharwal is an accomplished inventor, entrepreneur, and executive specializing in the funding and growth of early-stage technology companies focused on life science applications. He has started 3 companies and successfully exited his last two, bringing a wealth of strategic and tactical experience to the team.

Joschka Buyel

Director of Product Management, QbDVision

Joschka Buyel is the Director of Product Management at QbDVision. He was previously responsible for the rollout and integration of QbDVision at Bayer and worked on various late-stage projects as a Quality-by-Design Expert for Product & Process Characterization, Process Validation, and Transfers. Joschka has a Ph.D. in Drug Sciences from Bonn University and a M.S. and B.S. in Molecular and Applied Biotechnology from the RWTH University.

Luke Guerrero

COO, QbDVision

A veteran technologist and company leader with a global CV, Luke currently oversees the core business operations across QbDVision and its teams. Before joining QbDVision, he developed, grew, and led key practices for international agency Brand Networks, and spent six years deploying technology and business strategies for PricewaterhouseCoopers’ CIO Advisory consulting unit.

Gloria Gadea Lopez

Head of Global Consultancy, Business Platforms | Ph.D., Biosystems Engineering

Gloria Gadea-Lopez is the Head of Global Consultancy at Business Platforms. Using her prior extensive experience in the biopharmaceutical industry, she supports companies in developing strategies and delivering digital systems for successful operations. She holds degrees in Chemical Engineering, Food Science (M.S.), and Biosystems Engineering (Ph.D.)

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