Perspectives on AI, Analytics, and Transformation
Selected writing on how healthcare and life sciences organizations can apply data, analytics, and AI to transform how they operate and deliver value. I focus on moving beyond experimentation to building institutional capabilities that enable sustained impact.
The Operating Platform Era in Life Sciences
The enthusiasm around AI-driven drug discovery and design is warranted, but AI’s contribution to life sciences value creation is much broader. Across the ecosystem, future organizations will capitalize and compete as operating platforms.
The AI Value Creation Gap in Healthcare
Healthcare organizations are investing in AI. Most are not seeing returns. The difference between the two groups is not technology — it's who owns the outcome.