EPISODE · Apr 13, 2026 · 27 MIN
Lilly TuneLab: Breaking Data Silos in Biotech with Federated Learning
from Citeline Podcasts · host Norstella
How can small biotechs tap billion‑dollar AI models without giving up their data? David Wild talks with Eli Lilly's Aliza Apple about Lilly TuneLab, a federated learning platform that lets companies use Lilly’s in-house drug discovery models while keeping their IP and datasets fully private. They dive into early use cases in ADMET and antibody developability, what early-stage users actually do in their first 90 days, and how shared models could reshape the economics of drug R&D.
What this episode covers
How can small biotechs tap billion‑dollar AI models without giving up their data? David Wild talks with Eli Lilly's Aliza Apple about Lilly TuneLab, a federated learning platform that lets companies use Lilly’s in-house drug discovery models while keeping their IP and datasets fully private. They dive into early use cases in ADMET and antibody developability, what early-stage users actually do in their first 90 days, and how shared models could reshape the economics of drug R&D.
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Lilly TuneLab: Breaking Data Silos in Biotech with Federated Learning
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