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Data Management
Transform Data into Strategic Assets for Discovery, Collaboration, and AI
5/20/2026 - May 21, 2026
The Data Management track showcases how life-science organizations are modernizing their research data foundations to support FAIR principles, AI readiness, and enterprise-scale scientific operations. The 2026 program emphasizes practical, production-level strategies—spanning metadata automation, cloud-native data platforms, data product architectures, knowledge-graph–enabled enrichment, and governance models that ensure trust, compliance, and interoperability. Speakers will share real-world transformations across R&D, translational science, and clinical research, highlighting how robust data infrastructure accelerates discovery, improves decision-making, and reduces operational burden. Designed for leaders in data strategy, research informatics, R&D IT, compliance, and digital transformation, this track delivers the frameworks and tools needed to turn fragmented data into reusable, AI-ready assets and scalable enterprise knowledge.

Tuesday, May 19

Recommended Pre-Conference Workshops and Symposia*

On Tuesday, May 19, 2026, Cambridge Healthtech Institute is pleased to offer six pre-conference Workshops scheduled across two time slots (9:00 am–12:00 pm and 1:15–4:15 pm) and three Symposia from 8:30 am–3:45 pm. All are designed to be instructional, interactive, and provide in-depth information on a specific topic. They allow for one-on-one interaction and provide a great way to explain more technical aspects that would otherwise not be covered during the main conference tracks that take place Wednesday–Thursday.

*Separate registration required. Additional details:

PLENARY KEYNOTE PROGRAM

Organizer's Remarks

Cindy Crowninshield, Executive Event Director, Cambridge Healthtech Institute , Executive Event Director , Cambridge Healthtech Institute

Presentation to be Announced

Welcome Reception in the Exhibit Hall with Poster Viewing

The Bio-IT Kickoff Reception is a reunion—reconnect with friends, explore cutting-edge research, and celebrate innovation! Enjoy poster presentations, networking, and vote for the Best of Show and Poster awards.

Close of Day

Wednesday, May 20

Bio-IT World’s 5K Rise and Shine Fun Run! (Sponsorship Opportunities Available)

RUN COORDINATORS:
Bridget Kotelly, Senior Conference Director, Cambridge Healthtech Institute
Eileen Murphy, Conference Producer, Cambridge Healthtech Institute

Lace up and join Bio-IT’s Coordinators for the Fun Run on Wednesday, May 20! Sprint, jog, walk, or talk-your-way-through—ALL abilities are welcome. This informal event is all about getting moving together. Full details to come…just don’t forget your sneakers!

Registration and Morning Coffee

PLENARY KEYNOTE PROGRAM

Organizer's Remarks

Allison Proffitt, Editorial Director, Bio-IT World and Clinical Research News , Editorial Dir , Bio-IT World

PLENARY KEYNOTE PRESENTATION:
The Collaboration Breakthrough: How Federated Learning Is Rewriting the Rules of Drug Discovery

Photo of Mohammed AlQuraishi, PhD, Assistant Professor, Systems Biology, Columbia University , Assistant Professor , Systems Biology , Columbia University
Mohammed AlQuraishi, PhD, Assistant Professor, Systems Biology, Columbia University , Assistant Professor , Systems Biology , Columbia University
Photo of Jonathan B. Gilbert, PhD, Senior Director, Ecosystem Growth and Contributor Partnerships, Eli Lilly and Company , Sr. Director - Ecosystem Growth and Contributor Partnerships , Eli Lilly and Company
Jonathan B. Gilbert, PhD, Senior Director, Ecosystem Growth and Contributor Partnerships, Eli Lilly and Company , Sr. Director - Ecosystem Growth and Contributor Partnerships , Eli Lilly and Company
Photo of Woody Sherman, PhD, Founder and Chief Innovation Officer, Psivant Therapeutics , Founder and Chief Innovation Officer , Psivant Therapeutics
Woody Sherman, PhD, Founder and Chief Innovation Officer, Psivant Therapeutics , Founder and Chief Innovation Officer , Psivant Therapeutics
Photo of Christina Taylor, PhD, Senior Science Fellow and Computational Molecular Design Lead, Bayer , Senior Science Fellow and Computational Molecular Design Lead , Bayer
Christina Taylor, PhD, Senior Science Fellow and Computational Molecular Design Lead, Bayer , Senior Science Fellow and Computational Molecular Design Lead , Bayer

The pharmaceutical industry sits on a collective treasure trove of proprietary structural biology data, yet competitive concerns have historically prevented the data sharing necessary to train the most powerful AI models for drug discovery. Federated learning is changing this paradigm, enabling biopharma companies to collaborate on AI model training while keeping sensitive data secure and confidential. This plenary session explores the groundbreaking AI Structural Biology (AISB) Network, where industry leaders are pooling proprietary protein-ligand structure data to collaboratively train OpenFold3, an AI model designed to predict molecular interactions with precision approaching X-ray crystallography. Through the federated computing platform, thousands of experimentally determined protein–small molecule structures remain securely at their original locations while contributing to a shared learning framework that no single organization could achieve alone. This session reveals how federated learning solves the industry's most persistent challenge: unlocking collective intelligence while protecting intellectual property. ​Attendees will hear directly from consortium leaders about: 

  • The technical architecture enabling privacy-preserving collaborative AI training across competing organizations 
  • Real-world implementation of federated learning platforms and computational governance frameworks 
  • Strategic rationale for industry collaboration: why sharing model training beats going it alone 
  • Impact and outcomes from early OpenFold3 results in predicting binding affinities and accelerating small molecule discovery 
  • The future of collaborative AI in biopharma, from structural biology to clinical development

Coffee Break in the Exhibit Hall with Poster Viewing (Sponsorship Opportunity Available)

Start your morning with coffee, connections, and cutting-edge research! Enjoy poster presentations, network in the Exhibit Hall, vote for awards, and a chance at a fabulous raffle prize!

Organizer's Welcome Remarks

BUILDING THE TRUST ARCHITECTURE: FROM PETABYTES TO IMMUTABLE PLATFORMS

From Archive to Ecosystem: Architecting Petabyte-Scale Biomedical Platforms for FAIR and Federated Discovery

Photo of Martin Leach, PhD, MBA, Chief Data Officer, Black Canyon Consulting LLC , Chief Data Officer , Black Canyon Consulting LLC
Martin Leach, PhD, MBA, Chief Data Officer, Black Canyon Consulting LLC , Chief Data Officer , Black Canyon Consulting LLC

The Sequence Read Archive (SRA) is the NCBI's archive of high-throughput sequencing data and is hosted by the National Institutes of Health. This presentation examines the journey of evolving a petabyte-scale biomedical data repository into a cloud-enabled, production-grade ecosystem. We describe strategies for operating and scaling in a live research environment, balancing reliability, governance, and modernization, while enhancing FAIR alignment and federated design principles. The result is a resilient, standards-based framework and platform that supports sustainable discovery across distributed infrastructures.

Building Bridges: Developing the Omics Commons at AbbVie

Photo of Brett W. Engelmann, PhD, Senior Data Scientist, Information Research, AbbVie, Inc. , Sr Data Scientist , Information Research , AbbVie Inc
Brett W. Engelmann, PhD, Senior Data Scientist, Information Research, AbbVie, Inc. , Sr Data Scientist , Information Research , AbbVie Inc

This talk will describe the evolution of AbbVie's omics data strategy from a disparate collection of siloed, single-purpose tools into a unified, commons-based approach. Today, AbbVie is leveraging a common omic data model, ontologies, and visualization tools to achieve FAIR principles and impact the pipeline. The omics commons establishes a better way forward for archiving, re-analyzing, meta-analyzing, and discovering omic data.

Trust, Teach, Transform: Data Governance, Literacy & Sharing in the Age of AI

Photo of Frank Dullweber, PhD, Data Domain Owner, Digital Transformation in Clinical Development, Boehringer Ingelheim Pharma GmbH & Co. KG , Data Domain Owner , Digital Transformation in Clinical Development , Boehringer Ingelheim
Frank Dullweber, PhD, Data Domain Owner, Digital Transformation in Clinical Development, Boehringer Ingelheim Pharma GmbH & Co. KG , Data Domain Owner , Digital Transformation in Clinical Development , Boehringer Ingelheim

In an era where data forms the backbone of biomedical innovation, it is essential to rethink governance, foster literacy, and enable sharing. This presentation explores how modern life science organizations/companies drive data-centric transformation through clear responsibilities, cultural change, and strategic partnerships.

The Application of Blockchain for Transparent and Efficient Clinical Data Management

Photo of Shashidar Reddy Abbidi, Senior Manager, Clinical Data Management, Global Data Operations, Bristol Myers Squibb Co. , Sr Mgr Clinical Data Mgmt , Global Data Operations , Bristol Myers Squibb Co
Shashidar Reddy Abbidi, Senior Manager, Clinical Data Management, Global Data Operations, Bristol Myers Squibb Co. , Sr Mgr Clinical Data Mgmt , Global Data Operations , Bristol Myers Squibb Co

Blockchain's decentralized, immutable ledger can revolutionize clinical trials by ensuring data integrity, security, and transparency. It streamlines data sharing, manages patient consent, and enhances drug supply tracking. By providing a tamper-proof record, it builds trust among stakeholders and supports decentralized trials. However, challenges like scalability, high costs, lack of regulations, and the need for specialized training must be addressed for its successful adoption in the highly regulated clinical research environment.

Q&A with Speakers

Transition to Lunch

Refreshment Break in the Exhibit Hall with Poster Viewing (Sponsorship Opportunity Available)

Bio-IT's hall is bigger than ever; one break won’t cut it! Enjoy dessert and coffee after lunch, explore booths and posters, vote for awards, and participate in our raffle for a chance to win a prize!

UNLEASHING INTELLIGENCE: FROM DATA STEWARDSHIP TO GENAI ACCELERATION

Using Stewardship to Unlock Data for AI

Photo of Michael Farnum, PhD, Director of Research Data Stewardship, GSK , Director of Research Data Stewardship , Research Data Office , GSK
Michael Farnum, PhD, Director of Research Data Stewardship, GSK , Director of Research Data Stewardship , Research Data Office , GSK

This presentation will connect principals of quality data to initiatives ongoing at GSK to increase the speed, confidence, and compliance of work to bring medicines to patients. Applications of metadata collection and curation, data modeling, and the use of ontologies to drive data integration will be shown to increase the scope of data available to compute.

AI-Ready Master-Data & Reference-Data Management for Life Sciences

Photo of Suhas Nikam, PhD, Global Head, Data & Advanced Analytics Architecture, Johnson & Johnson , Global Head , Data & Advanced Analytics Architecture , Johnson & Johnson
Suhas Nikam, PhD, Global Head, Data & Advanced Analytics Architecture, Johnson & Johnson , Global Head , Data & Advanced Analytics Architecture , Johnson & Johnson

This talk will share a proven enterprise approach and execution with actual case studies to govern, harmonize, and leverage data assets and data products to drive AI-ready Master Data and Reference data to advance on-demand patient-centric vision and drive end-to-end business value across R&D, Commercial, and Supply Chain functions.

DTS Portal: GenAI-Powered Biomarker Data Transfers with Vendors

Photo of Mahesh Nawade, Director, Research Data Engineering & Operations, Business Insights & Technology, Bristol Myers Squibb Co. , Dir Research Data Engineering & Operations , Business Insights & Technology , Bristol Myers Squibb Co
Mahesh Nawade, Director, Research Data Engineering & Operations, Business Insights & Technology, Bristol Myers Squibb Co. , Dir Research Data Engineering & Operations , Business Insights & Technology , Bristol Myers Squibb Co

The DTS Portal is a transformative solution for biomarker data operations, designed to address the persistent bottlenecks in onboarding external vendor data. In pharmaceutical research, creating Data Transfer Specifications (DTSes) between sponsors like BMS and external vendors is often a slow, manual, and error-prone process. The DTS Portal replaces this with a centralized, user-friendly interface that automates document creation, version control, and stakeholder collaboration.

Reimagining Clinical Data Management: AI, Data Mesh, and the Path to FAIR in Pharma

Photo of Kayure Patel, Senior Data Sciences Product Leader, Data Sciences & Product Development, Genentech, Inc. , Sr Data Sciences Product Leader , Data Sciences & Product Dev , Genentech Inc
Kayure Patel, Senior Data Sciences Product Leader, Data Sciences & Product Development, Genentech, Inc. , Sr Data Sciences Product Leader , Data Sciences & Product Dev , Genentech Inc

As the complexity of clinical trial data grows, traditional management approaches struggle to keep pace with scale, compliance, and scientific demand. This presentation explores how FAIR data principles, data mesh frameworks, and AI-driven tools can transform life sciences data management. Drawing on real-world experience at Genentech/Roche, it will demonstrate strategies for enabling data reuse, enhancing quality, and preparing organizations for next-generation analytics and decision-making.

Q&A with Speakers

Best of Show Awards Reception in the Exhibit Hall with Poster Viewing

Unwind with colleagues at our lively reception! Explore posters, vote for the best, network with exhibitors, enjoy a drink, and try to win a raffle prize. Celebrate Best of Show winners!

Close of Day

Thursday, May 21

Registration Open

Continental Breakfast with Breakout Discussions

CONTINENTAL BREAKFAST WITH BREAKOUT DISCUSSIONS

Connect & Collaborate: Breakfast Networking Roundtables (Sponsorship Opportunities Available)

Kick off the morning with small-group roundtable discussions designed to spark collaboration, share challenges, and exchange insights across the Bio-IT community. Attendees gather around themed tables—spanning data ecosystems, AI adoption, foundational models, intelligent labs, translational infrastructure, and emerging technologies—to compare experiences and explore practical strategies. Each roundtable seats 8–10 participants for focused, peer-driven conversation that accelerates problem-solving, strengthens connections, and surfaces cross-functional perspectives before the plenary keynote. Topics will be announced throughout the year on the Bio-IT World website as part of our 2026 theme rollout, with opportunities for attendees and partners to propose table themes. If you have a topic to suggest or would like to participate as a moderator, contact Cindy Crowninshield at ccrowninshield@healthtech.com.

PLENARY KEYNOTE PROGRAM

Organizer's Remarks

Cindy Crowninshield, Executive Event Director, Cambridge Healthtech Institute , Executive Event Director , Cambridge Healthtech Institute

Bio-IT World 2026 Innovative Practices Awards Ceremony (Winners Announced)

Allison Proffitt, Editorial Director, Bio-IT World and Clinical Research News , Editorial Dir , Bio-IT World

The Innovative Practices Awards recognizes and celebrates technology innovation in the life sciences. Bio-IT World is currently accepting entries for the 2026 Innovative Practices Awards, a competition designed to recognize partnerships and projects pushing our industry forward. Winners will be announced in April 2026, recognized during the Thursday May 21 Plenary Keynote Program, and scheduled to give a podium presentation about their project during the conference. The deadline for entry is March 2, 2026. For more details about the Awards and to submit an application, visit www.bioitworldexpo.com/innovativepractices.

Bio-IT World 2026 Emerging Innovator Award—NEW (Winner Announced)

Allison Proffitt, Editorial Director, Bio-IT World and Clinical Research News , Editorial Dir , Bio-IT World

The Emerging Innovator Award recognizes one exceptional early-career researcher advancing the future of life sciences through breakthrough work in biomedical data, computational methods, or technology-enabled discovery. The 2026 awardee will deliver a 10-minute plenary keynote at Bio-IT World, highlighting the impact of their research and the forward-looking direction of their work. Nominations are due March 2, 2026, at www.bio-itworldexpo.com.

PLENARY KEYNOTE PRESENTATION:
Hopscotching through Drug Discovery: 15 Years of CADD and the Rise of AI

Photo of José Duca, PhD, Global Head Computer-Aided Drug Discovery, Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Inc. , Global Head Computer-Aided Drug Discovery , Global Discovery Chemistry , Novartis Institutes for BioMedical Research Inc
José Duca, PhD, Global Head Computer-Aided Drug Discovery, Global Discovery Chemistry, Novartis Institutes for Biomedical Research, Inc. , Global Head Computer-Aided Drug Discovery , Global Discovery Chemistry , Novartis Institutes for BioMedical Research Inc

Coffee Break in the Exhibit Hall with Poster Competition Winners Announced (Sponsorship Opportunity Available)

Bio-IT is all about connections! Explore booths, award-winning posters, and network with clients, colleagues, and exhibitors. Grab coffee, build relationships, and stay for a chance to win a raffle prize!

Organizer's Remarks

INNOVATIVE PRACTICES AWARD WINNER PRESENTATIONS: BEST PRACTICES IN TECHNOLOGY INNOVATION

Innovative Practices Award Winner Presentations: Excellence in Technological Innovation

Photo of Allison Proffitt, Editorial Director, Bio-IT World and Clinical Research News , Editorial Dir , Bio-IT World
Allison Proffitt, Editorial Director, Bio-IT World and Clinical Research News , Editorial Dir , Bio-IT World

Since 2003, Bio-IT World has hosted an elite awards program highlighting exceptional examples of technology innovation and strategic initiatives advancing life sciences research. Winners of the 2026 Bio-IT World Innovative Practices Awards—recognized during the morning plenary keynote—will present during this session. Presentation titles and abstracts will be added in April 2026, following the public announcement of award recipients. For more information or to submit an application, visit www.bioitworldexpo.com/innovativepractices.

Session Break and Transition to Lunch

Refreshment Break in the Exhibit Hall with Poster Viewing (Sponsorship Opportunity Available)

Feeling tired? Recharge during the final Networking Exhibit Hall break! Visit booths, explore posters, connect with peers, and turn in your Game Cards for a chance to win a raffle prize.

TRENDS FROM THE TRENCHES: BRIDGING TRADITIONAL INSIGHTS WITH INNOVATIVE ADVANCEMENTS

Chairperson's Remarks

Cindy Crowninshield, Executive Event Director, Cambridge Healthtech Institute , Executive Event Director , Cambridge Healthtech Institute

For 20 years, Trends from the Trenches has been Bio-IT World’s unscripted pulse check, offering candid, insider perspectives on what works, what fails, and what’s pure hype in scientific computing. As the field evolved, the session broadened to reflect the real operational challenges and breakthroughs shaping R&D. For 2026, the format evolves again: a focused, credibility-driven keynote paired with a community-powered unconference built from attendee input. The result is a forum for late-breaking insights, grounded realities, forward-looking perspectives, and practical solutions you won’t find in vendor decks, marketing summaries, or any LLM. It leaves participants energized by the collective intelligence in the room and inspired by the emerging possibilities shaping the future of life-science computing.

From 20 Years of Trends to the Next Era of Digital R&D

Photo of Cindy Crowninshield, Executive Event Director, Cambridge Healthtech Institute , Executive Event Director , Cambridge Healthtech Institute
Cindy Crowninshield, Executive Event Director, Cambridge Healthtech Institute , Executive Event Director , Cambridge Healthtech Institute

This presentation frames the industry’s next chapter by tracing how Trends from the Trenches has shaped digital R&D for two decades and by spotlighting the forces redefining scientific computing today: AI–HPC convergence, modality-driven compute, multimodal data, and rising expectations for speed, interoperability, and trust. Remarks set the foundation for a forward-looking exploration of where digital biology and computational innovation are heading next.

FEATURED TALK: The Hard Truth about Digital R&D: Patterns, Pitfalls, and the Next Wave of Innovation

Photo of Eleanor A. Howe, PhD, Founder & CEO, Diamond Age Data Science , Founder & CEO , Diamond Age Data Science
Eleanor A. Howe, PhD, Founder & CEO, Diamond Age Data Science , Founder & CEO , Diamond Age Data Science

This presentation delivers a candid, comprehensive assessment of the forces reshaping scientific computing and digital R&D. Eleanor examines the technologies, platforms, modalities, and market dynamics that are truly driving change—highlighting what’s working, what’s stalling, and what’s losing relevance. She synthesizes emerging patterns across AI, data platforms, workflow orchestration, multimodal analytics, and new therapeutic and diagnostic directions, while calling out persistent bottlenecks and architectural missteps slowing progress. The result is a grounded, evidence-based view of where the field is heading and which strategies will matter most in the next cycle of innovation.

Community Unconference: Live Problems, Live Solutions

Photo of Allison Proffitt, Editorial Director, Bio-IT World and Clinical Research News , Editorial Dir , Bio-IT World
Allison Proffitt, Editorial Director, Bio-IT World and Clinical Research News , Editorial Dir , Bio-IT World

This session features a structured, participatory unconference built around topics sourced from Bio-IT event attendees during the conference week. A working group synthesizes all submissions Wednesday evening into a small set of high-value discussion themes. The facilitator guides the room through rapid-fire exchanges, micro-debates, and collaborative problem-solving focused on operational realities in AI, computing, data engineering, and scientific software. The goal is to surface patterns, stress-test ideas, and extract practical solutions emerging across the community—creating an annual, crowd-generated state-of-the-field snapshot that only this session can produce.

Close of Conference


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