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Erudio Bio

Erudio powers AI drug discovery with ground-truth binding data.
Our Versatile Smart Assay (VSA) converts molecular interactions into kinetics-resolved “stickiness” labels (force curves, on/off characteristics) at scale. These labels train and validate AI models so they rank true binders and filter look-alikes early.


With bioTCAD, our data + software layer, teams cut wet-lab cycles and de-risk candidates before expensive assays.


(Multiplex is how we scale: VSA reads 50–100 interactions from ~10 µL in a single run.)

News

News

Erudio Bio Receives Grant  to Advance bioTCAD™ for global health

August 30, 2025 — Erudio Bio today announced a grant from the Gates Foundation to support bioTCAD™, an AI platform that pairs advanced modeling with Erudio’s multiplex force-spectroscopy binding measurements. The project aims to make preclinical drug design more reliable and faster—ultimately lowering the cost of developing medicines for diseases that disproportionately affect people in low- and middle-income countries.

“AI needs trustworthy experimental labels to predict what actually works,” said Kee-Hyun Paik, PhD, Erudio’s co-founder and CEO. “With the foundation’s funding support, we’ll scale bioTCAD to generate high-quality binding data and put it to work on high-burden diseases.”

About Erudio Bio
Erudio Bio is building the measurement and software stack for binding-aware AI in drug discovery. Its benchtop reader and chip convert force-of-binding curves into machine-ready features that help researchers prioritize candidates earlier and more accurately. Learn more at erudio.bio.

Link to Gates Foundation Erudio Bio Grant 

Alexa Young, CA

Our Services

Our Technology

Our innovative patented technology addresses critical limitations in current multiplexed assay methods, and provides comprehensive binding data that opens new possibilities in disease detection and drug development.

Powering AI drug discovery

Erudio provides the missing ingredient for AI-powered drug discovery: ground-truth binding labels that include strength and kinetics. Our datasets let models separate true binders from look-alikes and activity cliffs, improving hit ranking, calibration, and go/no-go decisions.

Comprehensive Data with Force Spectroscopy

Our patented dynamic force spectroscopy reads the energy needed to pull molecules apart, revealing on/off rates, unbinding forces, and specificity. By measuring kinetics—not just presence—we filter out cross-reactivity and non-specific binding, allowing us to perform accurate and comprehensive multiplexed assays despite cross-reactivity and non-specific bindings.

Scalable Data Generation

VSA reads 50–100 interactions per run from ~10 µL samples, enabling rapid build-out of task-specific panels (cytokines, antibodies, glycans). That scale turns force curves into production-grade datasets—fuel for both discovery and validation.

Our Team

Meet the Team

Meet the brilliant minds driving innovation at Erudio Bio, Inc. Our diverse team of scientists, researchers, and visionaries is dedicated to revolutionizing the biotech industry.

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CEO / CTO

Kee-Hyun Paik​

Kee-Hyun Paik is the President and co-Founder of Erudio Bio, Inc. a pioneering biotech company in the San Francisco Bay Area. With over two decades of experience in biotechnology, Kee-Hyun's background includes co-founding Multerra Bio, Inc., postdoctoral research at Stanford University School of Medicine, and sr. engineering roles at Samsung Electronics and ISE Inc. He holds a Ph.D. and M.S. in Electrical and Electronics Engineering from Stanford University and a B.S. from Duke University.
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COO / Head of Business

Leon Chen

Leon Chen is the co-founder and leads business development and operations at Erudio Bio, Inc., bringing a blend of technical expertise and business acumen to the role. His background includes serving as Director of Product Management at Resilience and holding various leadership positions during a 13-year tenure at Bank of America. Leon holds an MBA in Finance from the USC Marshall School of Business and a BS in Computer Science from Stanford University.
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Head of AI

Sunghee Yun

Sunghee Yun is the Co-founder and AI Technology & Product Strategy Lead at Erudio Bio, Inc. He has extensive expertise in AI and Convex Optimization, co-founding Gauss Labs and serving as CTO and Chief Applied Scientist. Sunghee has also held leadership roles at SK hynix and led AI projects at Amazon that generated over $200 million in sales. He holds a Ph.D. in Electrical Engineering from Stanford University and is an Adjunct Professor at Sogang University and an Advisory Professor at DGIST.

Advisory Board

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Ronald W. Davis

Prof. Biochemistry and Genetics, Director Stanford Genome Tech Center
$15B+ exits

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William J. Greenleaf

 

Prof. Genetics and Applied Physics, Stanford University

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Karyn Eliot

Retired CIA Sr. Executive

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Michael Cola

CEO AEVI Genomic Medicine, President of Shire plc. ($62B sale to Takeda)

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Tim Germann

CCO Chief Commercial Officer Carterra Bio

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Michael P. Snyder


Professor and Chair of Genetics, Stanford University · Co-founder of Personalis and January AI

Contact Us

Email. info@erudio.bio

400 Professional Center Drive, Suite 414, Novato, CA 94947

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