EPISODE · Sep 4, 2025 · 17 MIN
186: How Generative AI Accelerates Protein Design for Biotech Discovery with Elise de Reus - Part 2
from Smart Biotech Scientist | The CMC and Biomanufacturing Podcast for Bioprocess Development and Manufacturing Leaders · host David Brühlmann - CMC Development Leader, Biotech C-level Advisor, Business Strategist
Imagine unlocking a world where designing custom proteins is not only feasible - but faster, smarter, and more powerful than ever before, thanks to artificial intelligence.As the promise of programmable biology takes center stage, AI-driven protein engineering is rapidly moving from theoretical dream to industry standard.In this episode, David Brühlmann sits down with Elise de Reus, co-founder of Cradle, whose ground-breaking platform has become a go-to for luminaries at pharma giants, as well as leaders in agriculture and industrial biotech. Elise’s journey bridges hands-on scientific discovery with entrepreneurial vision, and she’s on a mission to make biology a foundational pillar of a more sustainable and equitable world.Here are three reasons you can’t miss this episode:AI Unmasks the Black Box: Elise explains how Cradle’s platform isn’t just about predictive power - it offers transparency and actionable insights, allowing scientists to see why models perform as they do, and how to interpret and trust their outputs.From Hype to Real-World Impact: You’ll hear real examples of AI accelerating everything from pandemic preparedness and antivenom development, to sustainable raw materials - plus candid advice on scaling AI adoption across diverse project teams.Blueprints for Biotech Founders: Elise shares hard-won lessons on transforming scientific innovation into a thriving company, including the counterintuitive power of targeting “mission impossible” challenges and the priceless value of early, unfiltered feedback.Ready to future-proof your protein engineering with generative AI? Press play to take home Elise’s practical framework for evaluating tools, overcoming organizational hurdles, and crafting a winning adoption strategy, before the innovation curve pulls away.Wondering how Generative AI is transforming the biotech landscape? From accelerating regulatory workflows to reinventing protein purification, AI is driving breakthroughs across the industry. Explore these standout episodes to hear from experts leading the charge:Episodes 77-78: Cell Factories Explained: How Synthetic Biology and AI Revolutionize Protein Production with Mauro TorresEpisodes 119-120: Innovating Protein Purification Using Synthetic Organelles and AI with Haotian GuoEpisodes 123-124: Manufacturability: Why Most Protein Candidates Fail (And How to Pick Winners Early) with Susan SharfsteinEpisodes 167-168: How Generative AI Is Revolutionizing Biotech Regulatory Compliance with Abhijeet SatwekarConnect with Elise de Reus:LinkedIn: www.linkedin.com/in/elise-de-reus-77b83a24Website: www.cradle.bioNext step:Book a free consultation to help you get started on any questions you may have about bioprocess development: https://bruehlmann-consulting.com/call🧬 Ready to eliminate CMC chaos and hit your IND timeline with absolute certainty? Get the complete Notion CMC Dashboard at https://stan.store/SmartBiotech/p/cmc-dashboard-for-biotech-founders - the proven roadmap that's guided successful mAb programs to hit their IND submission deadlines.One bad CDMO decision can cost you two years and your Series A. If you're navigating tech transfer, CDMO selection, or IND prep, let's talk before it gets expensive. Two slots open this month.Support the show
What this episode covers
Imagine unlocking a world where designing custom proteins is not only feasible - but faster, smarter, and more powerful than ever before, thanks to artificial intelligence. As the promise of programmable biology takes center stage, AI-driven protein engineering is rapidly moving from theoretical dream to industry standard. In this episode, David Brühlmann sits down with Elise de Reus, co-founder of Cradle, whose ground-breaking platform has become a go-to for luminaries at pharma giants, as w...
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186: How Generative AI Accelerates Protein Design for Biotech Discovery with Elise de Reus - Part 2
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