Thomas Clozel, Owkin | What does AI Biotech really mean | E10

In an online special, we’re interviewing Thomas Clozal, the co-founder and CEO of Owkin. We talk about scaling AI in biotech and how it feels to be the child of billionaire biotech parents.💎 ABOUT THE SPEAKERThomas founded Owkin in 2016 and I first met him in 2017. At that time, Owkin was still a baby and I wasn’t sure where it would go. Now it’s a unicorn following a $180M investment from Sanofi in 2021 and has over 300 employees. 🔗 LINKS MENTIONED - Exscientia Expands Biologics Design Capability with Automated Laboratory https://investors.exscientia.ai/press-releases/press-release-details/2022/Exscientia-Expands-Biologics-Design-Capability-with-Automated-Laboratory/default.aspx- Marc de Garidel, Abivax | How to make two billion 💶 exits (kind of smoothly) | E09 https://youtu.be/njZR8udGBTQ- How AI Can Tackle Cancer - Leader in Innovation (Fast Company) https://open.spotify.com/episode/2LQGtAaD7ALSsHslNZJ1mC?si=96a0ba9ddafd4fbc- Aviv Regev leads Genentech's next revolution with AI - https://endpts.com/aviv-regev-leads-genentechs-next-revolution-with-ai/

- The 25 Most Valuable Biotech Companies in Europe in 2025: https://flot.bio/most-valuable-biotech-companies-europe-2025/ 📜 TRANSCRIPTRead the full transcript here: https://flot.bio/episode/thomas-clozel-ai-biotech/ 🫶 FOLLOW US- Newsletter: http://eepurl.com/h_fnmH- LinkedIn: https://www.linkedin.com/company/flot-bio/- X (Twitter): https://x.com/FlotBio 🎙️ ABOUT FLOT.BIOFlot.bio is a show to watch the best Europeans in biotech to help you grow. Hosted by Philip Hemme. 10k monthly views. Free. ⭐️ SPONSORSHIPReady to amplify your brand to influential leaders in biotech and biopharma? Contact nick@flot.bio and unlock sponsorship opportunities in our podcasts! 🙏 LIKE/FOLLOW/REVIEWDid you enjoy the episode? Please hit the like and subscribe button. Also, please let me know your thoughts in the comments below. ⏰ TIMESTAMPS

[00:00:00] Intro

[00:01:26] You need a good pipeline

[00:09:24] How Owkin is scaling AI in biotech

[00:16:46] Augmenting AI in biotech

[00:23:05] How AI can work for small/medium biotech companies

[00:27:18] Always looking for more data

[00:33:58] Anonymization of data and federated learning

[00:42:18] Becoming a biotech company

[00:47:29] Small molecules

[00:49:10] Limitations

[00:51:51] Growing up with billionaire biotech parents

[00:56:37] Becoming unfocused and having fun

[01:09:02] Getting the best investors

[01:18:51] Thanks for listening