Accelerating Pharma Commercial Strategy with Smarter, Faster, and Bolder AI

Avinob Roy, Vice President & General Manager of Global Commercial Product Offerings at IQVIA, spoke with Pharmaceutical Executive about how advancements in AI, particularly agentic AI, are reshaping the future of commercial operations in life sciences. From understanding disease landscapes and identifying patient populations to optimizing brand strategy and field engagement, Avinob outlines how AI companions are augmenting decision-making across the entire commercial value chain. Drawing on real-world experience, Avinob offers an actionable perspective on what it takes to scale AI successfully and how organizations can drive meaningful value in everyday workflows.

Learn More About:

• How AI is transforming the full spectrum of commercial operations—from market assessment to field execution—by acting as a strategic companion across the value chain.
• Distinguishing between hype and reality in the current AI environment, and what it takes to move from proof-of-concept to scalable, production-ready solutions.
• The foundational elements required for successful AI adoption in life sciences, including the critical role of data infrastructure, domain expertise, and cross-functional alignment.