Unified Data + Trustworthy AI: Driving Precision Across Portfolio, Trial and Commercial Planning

What you'll gain insight into:

• Why it all starts with the data — and how data quality and governance underpin every decision
• How connecting insights across clinical, real‑world, market and strategic data creates a layered, complete picture
• Practical examples of trustworthy, explainable AI applied to protocol optimization, feasibility, forecasting and planning
• How integrated signals link operational and strategic metrics — such as enrollment velocity, cost per patient, NPV and PTRS — for more confident decisions