Frankfurt · Life sciences × AI
The real constraint in pharma R&D isn't the science. It's knowledge flow.
I'm Thibault Géoui, a structural biologist turned life sciences and technology leader. I write about AI in drug R&D, host the Tech & Drugs podcast, and think about how knowledge moves inside the organisations trying to cure disease.
About me
I'm a life sciences and biotech leader with two decades of experience turning complex science into scalable, industry-ready solutions. My career spans product management (SaaS, DaaS), sales and marketing, strategy, digital transformation, and AI-driven innovation across QIAGEN, Elsevier, Charles River Laboratories, and Zühlke.
I've led more than 30 product introductions, repositioned core scientific platforms, and built data and AI strategies that accelerate discovery. At Charles River I shaped a modern analytics and product vision; at Zühlke I now drive the go-to-market for Pharma R&D, bridging engineering excellence with the realities of drug development.
I hold a PhD in structural biology, and the through-line in everything I do is the same: AI's value in pharma depends on solving coordination, knowledge flow, and institutional memory before scaling automation. I host the Tech & Drugs podcast, exploring how AI, automation, and data are reshaping pharma and biotech, and I rank among the top 1% of industry voices on LinkedIn.
If you're working at the junction of science and technology, or trying to get there, I'm always open to a conversation. I like connecting worlds that rarely talk to each other, and seeing what happens when they finally do.
Writing
Long-form essays and articles on AI, drug discovery, and the economics of scientific knowledge. I post less often but longer.
How to 10x Pharma
Coordination, flow, and people are the binding constraint in drug R&D. Not the science.
Most readBeyond the Safety Lens
Pharma is organised around AI safety. The prior discipline it actually needs is scientific alignment.
Most readThe Translator's Dilemma
What four years and 3,400 LinkedIn posts taught me about translating between biology and technology.
- Jun 2026
Constraint Is Not a Limitation: structured knowledge infrastructure in LLM workflows
12 min - May 2026
Institutional knowledge leaks one expert prompt at a time
6 min - Apr 2026
FDA 2025 novel approvals: 46 drugs, 11 new targets, 0 AI-discovered
9 min - Mar 2026
Is zasocitinib an AI-designed drug? A seven-stage test
10 min - Feb 2026
Valley vs. Horizon: two kinds of AI, one confused industry
7 min
Tech & Drugs
Conversations with the people rewiring pharma: C-suite and VP-level leaders on what it actually takes to make AI work in drug R&D. No hype, no vendor pitches, just the operating reality.
-
Thomas Steger-Hartmann
Bayer · VICTOR Consortium
Can AI end animal testing? The state of computational toxicology.
-
Laura Matz
Chief Science & Technology Officer, Merck KGaA
Running science and technology as one function.
-
Sabya DasGupta
Global VP R&D Data Platforms, Sanofi
The brain of the lab needs a body: fixing the unglamorous foundations first.
Books
Three books in progress, at very different stages. The long form is where I am most at home.
The method behind the voice
Four years, ~3,400 posts, and 89 articles distilled into a book on building a real voice online, built around the method I use: Collect, Create, Distribute. Written for two readers: the individual who wants genuine peers rather than an audience, and the leader who suspects a few people inside their organisation could reshape how it reaches the world.
10x Pharma
The book the writing and the podcast have been building toward: how AI is changing science, and what a genuine order-of-magnitude gain in R&D productivity would take. The argument in one line: the binding constraint is not the science, it is coordination, flow, and the institutional brain that holds what everyone forgets.
The strange one
Political science fiction. 1984 rewritten for an age of frontier labs and humanoid robots on eight-hour shifts. Orwell meets Asimov. Early days, and the one I am most excited about.
Venabili Labs
Selected independent projects
Venabili Labs is my independent practice, where I help executives and teams in life sciences refine their message, amplify their visibility, and articulate thought leadership that genuinely resonates. Think scientific communication, positioning, and the writing that turns deep expertise into a voice people actually follow.
These are personal engagements, deliberately limited in number, and distinct from the consulting and delivery work clients come to Zühlke for. If you're building something ambitious at the junction of science and technology, or want help finding the words for it, I'd like to hear about it.
Get in touchSubscribe
Get new essays and podcast episodes in your inbox. No spam, no cadence promises, just the work when it's ready.
SubscribeOpens your email app with a ready-to-send note. Or reach me directly: thibaultgeoui@venabili-labs.com