PANEL DISCUSSION
The Patients We Aren't Seeing: Are Traditional Patient Journeys and Commercial Assumptions Hiding Opportunities in Plain Sight?
Pharma invests heavily in understanding the patient journey, from diagnosis and treatment initiation to access, adherence, and ongoing care. But patients don't always follow the pathways we've mapped out for them. Two patients with the same disease may arrive at diagnosis through entirely different routes. Some experience delays or barriers that aren't easily captured in traditional data. Others may be approaching an important treatment decision long before their needs become visible through conventional market analysis. What if the patient populations and opportunities we're overlooking are just as important as the ones we already understand? Advances in AI, predictive modeling, and longitudinal patient data are creating new possibilities for understanding how patients move through care, identifying emerging needs earlier, and uncovering patterns that traditional approaches may miss.
Join pharma commercial, patient experience, and analytics leaders for a candid roundtable on the blind spots in our understanding of patient journeys—and what a more complete picture could mean for commercial strategy and customer engagement. Panelists will explore where conventional patient journey models fall short, how emerging intelligence is challenging established assumptions, and what it could take to translate earlier insights into more relevant HCP engagement, patient support, and access to treatment.
The discussion will also confront the practical questions:
• How do we know which signals to trust?
• What can pharma responsibly do with predictive patient insights?
• And how might earlier understanding of patient needs change the way we plan, engage, and measure success?
Peter Chiappano, Director, Patient Excellence Digital Innovation Strategy & Solutions, Boehringer Ingelheim
Ray Madara, Principal Solution Architect, Pharma Technical Strategy., ODAIA
Moderated by: Richard Schwartz, Chief Evangelist and Founder, RX4CX