Originally published in Pharmaphorum, March 2026

Medical Affairs is under increasing pressure to move faster while remaining scientifically rigorous, compliant, and customer-centric. Field insights are richer than ever, yet too often they move slowly through disconnected systems and siloed processes. The result is a gap between engagement and strategic action — where valuable signals risk being diluted before they shape evidence or influence direction.

A new Agentic AI-driven 360˙ Medical Engagement model offers a different approach. By linking engagement, insight, evidence, and strategy in a continuous loop, organizations can shift from episodic planning to disciplined, repeatable learning cycles. With AI acting as an accelerant — structuring insights, mapping them to evidence, and enabling faster activation — Medical teams can focus on high-value scientific judgment rather than administrative friction.

This article explores how leading organizations are operationalizing this model, where AI agents fit into the loop, and how to begin with focused, measurable pilots.

Read the full article online at Pharmaphorum to explore the complete framework and practical guidance for implementation.

Read the full article

Authors

Gregg Fisher, Managing Partner, The Stem – gfisher@thestem.com

Osman Daggezen is a Lead Omnichannel Strategy Consultant, The Stem