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The idea of a “one-click” Biologics License Application (BLA) has become the ultimate benchmark for what AI could enable in drug development — a world where data moves seamlessly from discovery to submission, with every result, dataset, and citation verified, traceable, and regulator-ready. But how far are we actually from that reality?


This session explores the technologies, infrastructures, and cultural shifts needed to bring automation to one of the most complex and high-stakes processes in life sciences: regulatory submission. The discussion will cut through the hype to define what “submission-grade AI” really means, the challenges that still stand in the way of full automation, and what it will take to build the regulatory trust required to get there.


Join us as we examine the future of AI-driven submissions — and ask the provocative question: could the next BLA really be submitted with a single click?

Author:

Farouk Daher

Head of Operations
Bluenote

Farouk Daher

Head of Operations
Bluenote

Author:

Subha Madhavan

Vice President & Head of Clinical AI / ML
Pfizer

Subha Madhavan

Vice President & Head of Clinical AI / ML
Pfizer

Author:

Dr. Eliezer Katz

CMO
Eledon Pharmaceuticals

Dr. Katz is an experienced transplant surgeon and a leader in clinical development in the pharmaceutical industry. Currently, Dr. Katz is the chief medical officer of Eledon Pharmaceutical. Before joining Eledon, Dr. Katz was CMO of eGenesis, a company in the xenotransplantation field. Previously, Dr. Katz served as Vice President and clinical development lead at Viela Bio and Horizon Therapeutics, where he was responsible for developing novel medications for autoimmune-related diseases and organ transplantation.
Dr. Katz earned his MD degree from the Hebrew University-Hadassah Medical School in Jerusalem, Israel.
Dr. Katz joined Viela Bio/Horizon following 30 years of combined academic and pharmaceutical career in the areas of organ transplantation, immunology, and immune-induced diseases.
His academic career as a transplant surgeon spanned 20 years, including directorship of two transplantation programs. The director of the abdominal transplantation division at Integris Baptist Medical Center in Oklahoma City, and an associate professor of surgery and the director of the liver transplantation division at the University of Massachusetts Medical Center, Worcester, MA. During his tenure as a transplant surgeon, Dr. Katz implemented techniques for split liver and living donor liver transplantation, was actively involved in policy making related to organ donation and allocation and led efforts to increase organ donation.
After joining the pharmaceutical industry, Dr. Katz served as the vice president at CTI clinical trial and consulting services, as senior director in transplantation at Medicine Development Group, Pfizer Inc., and at Medimmune/AstraZeneca as a senior director at RIA (respiratory, inflammation, and autoimmunity), where he oversaw clinical development in neuro-inflammation, inflammatory bowel disease, and myositis.
Dr. Katz is an author of more than 60 peer-reviewed publications.

Dr. Eliezer Katz

CMO
Eledon Pharmaceuticals

Dr. Katz is an experienced transplant surgeon and a leader in clinical development in the pharmaceutical industry. Currently, Dr. Katz is the chief medical officer of Eledon Pharmaceutical. Before joining Eledon, Dr. Katz was CMO of eGenesis, a company in the xenotransplantation field. Previously, Dr. Katz served as Vice President and clinical development lead at Viela Bio and Horizon Therapeutics, where he was responsible for developing novel medications for autoimmune-related diseases and organ transplantation.
Dr. Katz earned his MD degree from the Hebrew University-Hadassah Medical School in Jerusalem, Israel.
Dr. Katz joined Viela Bio/Horizon following 30 years of combined academic and pharmaceutical career in the areas of organ transplantation, immunology, and immune-induced diseases.
His academic career as a transplant surgeon spanned 20 years, including directorship of two transplantation programs. The director of the abdominal transplantation division at Integris Baptist Medical Center in Oklahoma City, and an associate professor of surgery and the director of the liver transplantation division at the University of Massachusetts Medical Center, Worcester, MA. During his tenure as a transplant surgeon, Dr. Katz implemented techniques for split liver and living donor liver transplantation, was actively involved in policy making related to organ donation and allocation and led efforts to increase organ donation.
After joining the pharmaceutical industry, Dr. Katz served as the vice president at CTI clinical trial and consulting services, as senior director in transplantation at Medicine Development Group, Pfizer Inc., and at Medimmune/AstraZeneca as a senior director at RIA (respiratory, inflammation, and autoimmunity), where he oversaw clinical development in neuro-inflammation, inflammatory bowel disease, and myositis.
Dr. Katz is an author of more than 60 peer-reviewed publications.

Author:

Reed Few

Director of Data Science & External Innovation
J&J

Reed Few is Director of External Innovation for Data Science and Digital Health at Johnson and Johnson Innovative Medicine, R&D. With a background spanning real-world data, predictive modeling, and precision medicine, Reed is passionate about finding ways to combine data and AI to bring therapies from concept to approval, faster. In her current role, she looks for partnerships that will help to design better, more diverse clinical trials, improve operational efficiencies, and find digital endpoints that better reflect how patients live and feel in the real world. As of late, her focus has been on initiatives applying generative AI and large language models to accelerate document creation across preclinical, CMC, and clinical domains – advancing smarter, faster, and more connected drug development.

Reed Few

Director of Data Science & External Innovation
J&J

Reed Few is Director of External Innovation for Data Science and Digital Health at Johnson and Johnson Innovative Medicine, R&D. With a background spanning real-world data, predictive modeling, and precision medicine, Reed is passionate about finding ways to combine data and AI to bring therapies from concept to approval, faster. In her current role, she looks for partnerships that will help to design better, more diverse clinical trials, improve operational efficiencies, and find digital endpoints that better reflect how patients live and feel in the real world. As of late, her focus has been on initiatives applying generative AI and large language models to accelerate document creation across preclinical, CMC, and clinical domains – advancing smarter, faster, and more connected drug development.

Learn how scalable, cloud-based AI infrastructure accelerates model training, data integration, and collaborative research across global drug discovery teams.

Author:

Kevin Cochrane

Chief Marketing Officer
Vultr

Kevin is a 25+ year pioneer of the digital experience space. Now at Vultr, Kevin is now working to build Vultr's global brand presence as a leader in the independent Cloud platform market.

Kevin Cochrane

Chief Marketing Officer
Vultr

Kevin is a 25+ year pioneer of the digital experience space. Now at Vultr, Kevin is now working to build Vultr's global brand presence as a leader in the independent Cloud platform market.

Author:

Nikhil Tyagi

Senior Manager, Wireless Device Innovation Strategy
Verizon

Nikhil Tyagi is a recognized leader in next-generation technology, with a proven track record at the intersection of AI infrastructure, wireless innovation, and immersive computing. As Senior Manager of Wireless Device Innovation at Verizon, he leads strategic initiatives for breakthrough device categories that integrate AI, XR (AR/VR), and advanced connectivity.

Previously, Nikhil held key roles at Humane, Meta, and Apple, where he helped shape pioneering AI and XR experiences—from developing on-device intelligence for ambient computing, to architecting scalable XR systems and wearable platforms. His cross-functional expertise spans edge AI, spatial computing, and system-level wireless design, making him a pivotal voice in the evolving landscape of AI-driven interfaces."

Nikhil Tyagi

Senior Manager, Wireless Device Innovation Strategy
Verizon

Nikhil Tyagi is a recognized leader in next-generation technology, with a proven track record at the intersection of AI infrastructure, wireless innovation, and immersive computing. As Senior Manager of Wireless Device Innovation at Verizon, he leads strategic initiatives for breakthrough device categories that integrate AI, XR (AR/VR), and advanced connectivity.

Previously, Nikhil held key roles at Humane, Meta, and Apple, where he helped shape pioneering AI and XR experiences—from developing on-device intelligence for ambient computing, to architecting scalable XR systems and wearable platforms. His cross-functional expertise spans edge AI, spatial computing, and system-level wireless design, making him a pivotal voice in the evolving landscape of AI-driven interfaces."

 

Lisa Spelman

CEO
Cornelis Networks

Lisa Spelman is CEO of Cornelis Networks. As CEO, Lisa is responsible for the overall management of the company. She brings to the company more than two decades of executive leadership experience, most recently serving as corporate vice president in the Data Center & AI Group and general manager of Xeon Products and Solutions at Intel Corporation. During her tenure, she expanded Xeon’s capabilities to accelerate AI workloads, establishing CPUs as a leading inference engine across the industry.

Lisa Spelman

CEO
Cornelis Networks

Lisa Spelman

CEO
Cornelis Networks

Lisa Spelman is CEO of Cornelis Networks. As CEO, Lisa is responsible for the overall management of the company. She brings to the company more than two decades of executive leadership experience, most recently serving as corporate vice president in the Data Center & AI Group and general manager of Xeon Products and Solutions at Intel Corporation. During her tenure, she expanded Xeon’s capabilities to accelerate AI workloads, establishing CPUs as a leading inference engine across the industry. Lisa also held several senior leadership roles within Intel’s IT organization, including infrastructure operations and engineering, as well as positions in finance, data center product and brand marketing, and sales. She is a graduate of the University of Washington, with a degree in business administration.

 

Yuriy Bulygin

Co-Founder & CEO
Eclypsium

Yuriy Bulygin is Co-Founder & CEO at Eclypsium. Prior to founding Eclypsium, Yuriy led the Advanced Threat Research team at Intel Security and the microprocessor security analysis team at Intel Corporation. He also created CHIPSEC, the open-source firmware and hardware security assessment framework.

Yuriy Bulygin

Co-Founder & CEO
Eclypsium

Yuriy Bulygin

Co-Founder & CEO
Eclypsium

Yuriy Bulygin is Co-Founder & CEO at Eclypsium. Prior to founding Eclypsium, Yuriy led the Advanced Threat Research team at Intel Security and the microprocessor security analysis team at Intel Corporation. He also created CHIPSEC, the open-source firmware and hardware security assessment framework.