AI is transforming the biopharma value chain.

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In this sharp, comprehensive report from Troy Dale and Dr. Yoni Goldwasser of Springboard Health Ventures, we explore how AI is reshaping every stage of the biopharma lifecycle—from drug discovery and clinical trials to manufacturing, commercialization, and post-market surveillance. With development costs often exceeding $2 billion per drug and success rates dismal, the opportunity is massive: AI could unlock hundreds of billions in annual value by 2030. The report dissects how generative chemistry, digital twins, robotic labs, federated learning, and AI copilots are slashing timelines, reducing costs, and enabling more precise, equitable care. Backed by real-world startup examples and grounded in market data, this piece outlines what’s possible when deep tech meets deep science—and what it will take to get there.

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Biopharma isn’t just being digitized. It’s being reimagined.