Bain & Company January 7, 2026
By Satty Chandrashekhar, Jackie Flanagan, Robbie Sandig, Enrique Pinuela, Fanny Perraudeau , Shikhar Kwatra, and Aarti Bagul

Pharma can’t afford to keep AI experiments in the lab. Emerging industry leaders are accelerating clinical development by scaling cross-functional, human-centric systems.

At a Glance

  • Clinical development has become the bottleneck between discovery and patient outcomes. Trials take longer, costs are soaring, and complexity is overwhelming.
  • AI can deliver higher, faster ROI in clinical development than in most other areas in pharma.
  • To get there, the industry needs to move beyond isolated pilots to automated orchestration that reduces friction across stakeholders, accelerates timelines, and improves quality.
  • Leading companies are making their data AI-ready, building orchestrated AI systems, and using AI to amplify human judgment,...

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Topics: AI (Artificial Intelligence), Biotechnology, Pharma, Pharma / Biotech, Technology
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