
What Pharma Is Buying From AI Drug Discovery: Inside AstraZeneca’s insitro Deal
Dr. Dereck Mush, MD, MBACombines machine learning and high-throughput biology to transform drug discovery.
insitro combines machine learning and high-throughput biology for drug discovery. Its October 15, 2026 AstraZeneca collaboration covers MASH and cardiomyopathies, with $40M upfront, up to approximately $1.46B in contingent milestones and potential single-digit royalties. These payments are partnership consideration, not equity funding.
Notable investors: Andreessen Horowitz, Canada Pension Plan Investment Board, ARCH Venture Partners, Foresite Capital.

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