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In this episode of The AI Frame Podcast I sit down with Cosmina Druica and Elio Verhoef co-founders of LongevAI to explore one of the most complex intersections of technology, science, and capital: AI in preventative healthcare and longevity. Longevity is rapidly becoming an investable category. But scaling preventative healthcare is not just about better science or more data. It requires robust systems, responsible AI design, and infrastructure that actually fits into real clinical environments. We talk about: Why longevity is shifting from a niche research area to a global investment category The gap between scientific progress and the systems needed to operationalise it Why many healthcare organisations are still running on outdated operating systems The role of AI in analysing biomarkers, health data, and preventative interventions Why tools like ChatGPT are not suitable for clinical decision environments The importance of explainable AI and evidence-based intervention libraries The risks and limitations of AI agents in real-world systems Context windows, agent architecture, and why multi-agent systems introduce new complexity Why investors often underestimate the realities of building AI in regulated industries Cosmina and Elio share their journey building LongevAI a clinical operating system designed to support longevity clinics by combining biomarker analysis, AI-assisted workflows, and clinician-guided decision making. This conversation goes deep into: AI architecture for healthcare systems, explainable AI, preventative medicine infrastructure, regulatory complexity, and the future of AI-supported clinical environments. If you care about AI in healthcare, longevity science, responsible AI systems, or how real AI infrastructure gets built in regulated industries, this episode is for you. ☕ Grab a coffee and let’s frame the future of AI together. --- About Cosmina & Elio Cosmina Druica is a technology leader and longevity investor based in the Netherlands. She founded the Longevity Community in the Benelux region and co-founded LongevAI to support preventative healthcare systems with advanced technology. Elio Verhoef is a computer scientist and AI engineer focused on building scalable AI systems for health and longevity applications. Together they are building LongevOS, a clinical operating system designed for preventative healthcare and longevity clinics. Follow LongevAI: https://longevai.nl/ / longev_ai / longevai --- Follow me: Instagram (Podcast): / theaiframepodcast Instagram (Personal): / arojomaths LinkedIn: / ana-rojo-echeburua Website: https://www.anarojoecheburua.com Spotify: https://open.spotify.com/show/5amoMjT... X: https://www.x.com/arojomaths --- If you liked this episode: 👍 Like the video 💬 Drop your thoughts in the comments 🔔 Subscribe for more conversations on AI strategy, governance & real-world impact