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      Snap Chart

      From Silos to Pods: Scaling AI in Life Sciences

      Cross-functional collaboration is the real differentiator between those that see meaningful returns and those that don’t.

      By Gina Fridley, Satty Chandrashekhar, Lori Sherer, and Max Cuda

      Snap Chart

      From Silos to Pods: Scaling AI in Life Sciences
      en

      Life sciences organizations have long operated in functional silos. But now, AI is breaking those boundaries down. Business leaders are exhibiting unprecedented demand for deeper partnership and joint ownership with technology teams.

      Most pharma and medtech organizations understand the need for executive-level oversight of AI programs. But it's ongoing cross-functional collaboration at the team level that's helping successful scalers—companies that deploy AI at scale and see meaningful returns—pull further ahead of early explorers, or companies with limited AI deployment and minimal measured value.

      AI leaders know that innovating in isolation won’t cut it anymore. These organizations are around five times more likely to have replaced ad hoc cross-functional interactions with an ongoing, embedded operating model that more closely mirrors how software organizations work. They are adopting Agile development pods that unite AI experts, tech talent, business and process owners, transformation leads, and HR and talent leads. Successful scalers are also twice as likely to embed AI liaisons in every business unit. The result is faster development, smarter workflows, higher organization-wide AI adoption, clear plans for a hybrid workforce of the future, and, most important, tangible value.

      Related

      In Life Sciences, AI Moves Fast, but Only When Leaders Do

      Why do some companies struggle to successfully scale AI? A lack of leadership buy-in.

      About Mayfield Fund

      Mayfield Fund is a leading venture capital firm that backs early-stage entrepreneurs building impactful technology companies.

      About our research partners

      IncQuery is a leading programming provider of quantitative surveys for primary research. Its collaborative co-authoring platform, combined with support from experienced survey directors, empowers professionals to quickly launch high-quality surveys. Visit incquery.com for more information.

      GLG connects clients to professionals with the firsthand experience they need, from the C-suite to the tractor seat, so they can make decisions with confidence. 

      Authors
      • Headshot of Gina Fridley
        Gina Fridley
        Partner, San Francisco
      • Headshot of Satty Chandrashekhar
        Satty Chandrashekhar
        Partner, New York
      • Headshot of Lori Sherer
        Lori Sherer
        Advisory Partner, San Francisco
      • Headshot of Max  Cuda
        Max Cuda
        Practice Senior Manager, New York
      Contact us
      Related Industries
      • Healthcare & Life Sciences
      • Medical Technology
      • Pharmaceuticals
      Related Consulting Services
      • AI, Insights, and Solutions
      First published in enero 2026
      Tags
      • AI, Insights, and Solutions
      • Artificial Intelligence Insights
      • Healthcare & Life Sciences
      • Medical Technology
      • Pharmaceuticals

      How We've Helped Clients

      A Pharma Company’s Finance Function Gets a Shot in the Arm

      Read case study

      Divestiture adds value to parent, subsidiary

      Read case study

      A healthcare giant overcomes merger risks for global growth

      Read case study

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