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.
AI Chain of Reasoning Access Should Be Required
AI models and LLMs that don’t provide access to chain of reasoning should not be deemed as trustworthy for life sciences and healthcare applications.