
Is AI Drug Discovery Actually Working? What the 2026 Clinical Trial Data Shows
Dr. Dereck Mush, MD, MBAApplies federated learning and AI to biological data for drug discovery and diagnostics.
Owkin utilizes federated machine learning to analyze decentralized patient data without compromising privacy. Pharmaceutical enterprises and academic medical centers use this platform to discover novel cancer therapies, optimize clinical trial design, and develop advanced diagnostic tools for oncology and immunology.
Notable investors: Sanofi, Mubadala Investment Company, BPIFrance, Cathay Innovation.

Dr. Dereck Mush, MD, MBA
Dr. Dereck Mush, MD, MBAThe HealthTech Signal
Chai Discovery triples its valuation as pharma buys into AI-designed molecules
Dr. Dereck Mush, MD, MBA
Dr. Dereck Mush, MD, MBA