In this episode of Nothing Ventured, Aarish Shah sits down with Romain Clément, founder of AKA Science, to explore how AI, clinical data and drug discovery could transform the pharmaceutical industry.
Romain shares the personal story behind AKA Science, following his own brain tumour diagnosis and the three years of research that led him from literature and philosophy into healthcare, pharmaceuticals and AI. He explains how the company has built technology designed to structure complex scientific data and uncover potential treatment options that might otherwise remain hidden.
The conversation explores why having more data doesn't necessarily create more value for pharma, and why the real challenge is often the structure, quality, context and usability of that data. Romain explains how AKA Science approaches unstructured scientific information, clinical data and AI to identify connections and potential treatment pathways.
They also discuss drug repurposing, off-label treatments and how existing drugs could potentially be identified for different patient groups and conditions. Romain explains how AKA Science aims to connect the interests of patients and pharmaceutical companies by uncovering opportunities within existing drug portfolios.
The discussion then moves into AI, European technology and sovereignty. Romain shares his perspective on Europe's ability to compete with the US and China, the importance of compute and data centres, open-weight models, regulation and why Europe needs to move faster if it wants to remain competitive in the AI race.
They also explore Europe's strengths in scientific research and early-stage innovation, alongside the challenges of commercialisation, bureaucracy and turning research breakthroughs into scalable companies.
Finally, Romain explains why AKA Science prioritised scientific rigour, industry trust and profitability rather than following the traditional venture-backed growth model, and shares his contrarian belief that the first immortal person may already have been born.
In this episode:
AI and the future of drug discovery
Romain Clément's journey from brain tumour patient to founder
Building AKA Science
AI and pharmaceutical research
Clinical data and scientific knowledge
Why big data failed pharma
Structuring and contextualising scientific data
AI-powered drug discovery
Drug repurposing and off-label treatments
Finding overlooked treatment options
Connecting patients and pharmaceutical companies
Healthcare innovation and patient outcomes
Data quality, noise and serendipity
AI, compute and data centres
Open-weight vs closed-weight AI models
European AI sovereignty
The US, China and Europe's AI race
Regulation vs technological progress
Europe's strengths in scientific research
Commercialising European innovation
Bureaucracy and the pace of innovation
Building a healthcare technology company
Profitability vs venture capital
Trust and validation in pharma
Scientific rigour and industry expertise
The future of AI and healthcare
Healthspan, longevity and immortality
Find Romain Clément and AKA Science online at:
AKA Science: https://akascience.com/
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