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137: Skip 90% of Bioreactor Runs: The In Silico Revolution in Bioprocess Development with Yossi Quint - Part 1

22 min • 18 mars 2025

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The integration of AI into drug discovery has already led to groundbreaking advancements, uncovering patterns in vast datasets that were previously invisible to human researchers. Now, AI is set to revolutionize bioprocessing as well.

In this episode of the Smart Biotech Scientist Podcast, Yossi Quint, founder and CEO of Ark, and David Brühlmann explore how AI and computational tools are reshaping bioprocess development. Yossi envisions a future where 90% of bioreactor experiments could be replaced by in silico simulations, dramatically accelerating time to market and increasing throughput.

Key takeaways from the conversation with Yossi Quint:

  • AI’s Role in Drug Discovery & Bioprocessing: AI is already transforming drug discovery by identifying intricate patterns across millions of data points. Now, bioprocessing is undergoing a similar revolution, as computational tools simplify and streamline complex workflows.
  • The Power of Hybrid Models: Yossi highlights the synergy between mechanistic models and AI-driven approaches, emphasizing how AI can fill gaps where traditional models struggle—especially in understanding complex cellular behaviors.
  • Empowering Bioprocess Teams with AI: As AI accelerates drug discovery, bioprocessing must evolve to keep pace. Yossi discusses the importance of digital transformation in ensuring bioprocess teams can meet increasing demands and drive innovation forward.

With AI-driven models, hybrid simulations, and increased digitization, the bioprocessing industry stands at the cusp of a new era. The convergence of data, science, and technology promises not only greater efficiency and accuracy but also a faster path to life-saving treatments for patients in need.

If you want to learn more, here are a few standout conversations on AI’s impact on bioprocessing with some incredible experts:

  • Episodes 131-132: Combining AI and Biomanufacturing for Sustainable, Cost-Effective Therapeutics with Reza Farahani
  • Episodes 115-116: Revolutionizing Biologics Development with Hyper Throughput Screening and AI with Jeremy Agresti
  • Episodes 111-112: AI Meets Biology: Why Domain Expertise Still Rules in the Age of Large Language Models with Lars Brandén
  • Episodes 107-108: From 1 Billion to 100: How AI is Cracking the Enzyme Discovery Code with David Schönauer
  • Episodes 95-96: AI in Bioprocess Development: The Game-Changer You Can't Ignore with Belma Alispahic

Connect with Yossi Quint:

LinkedIn: https://www.linkedin.com/in/yossi-quint

Ark: https://www.ark-biotech.com

Next step:

Wondering how to develop biomanufacturing processes with peace of mind? Schedule your free assessment to propel your success: https://bruehlmann-consulting.com/assessment

Develop bioprocessing technologies better, faster, at a fraction of the cost with our 1:1 Strategy Call. Book your call at https://stan.store/SmartBiotech

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