Unified Data + Trustworthy AI Drives Strategic Precision

This session provides insight into why high-quality, well-governed data is the foundation of effective decision-making, and how robust data practices underpin every analytical outcome. It demonstrates how integrating clinical, real-world, market, and strategic data enables a comprehensive, multi-layered perspective.

Viewers will review practical applications of trustworthy, explainable AI across key use cases, including protocol optimization, feasibility assessment, forecasting, and planning. The discussion also highlights how integrated data signals align operational and strategic metrics — such as enrollment velocity, cost per patient, NPV, and PTRS — to support more rigorous and confident decision-making.