As established gains in personalized and targeted therapy have enabled increasingly precise approaches to disease, novel technologies are expanding what is possible while creating new challenges for drug developers.
Exploring the emergence of agentic ecosystems in transforming data accessibility and ensuring reliable answers reach the people making decisions while there is still a choice to make.
A passing FDA inspection tells pharma senior leadership very little about whether the next significant revenue vulnerability is already taking shape. But continuous, AI-enabled quality management maturity (QMM) has the potential to do so months before the issue reaches the realm of P&L.
AI does not end uncertainty in pharma strategy. Its value depends on how well leaders blend it with experience and evidence while keeping judgment human.
Fox Rothschild's Marc Wagner on why domestic manufacturing reduces drug shortage risk — and why FDA inspection efficiency is as important as supply chain resilience.