Latest Articles

  • Post-Approval Change Management

    Achieving global approval for a single change may take three to five years, but inefficient lifecycle change management rarely registers as a crisis. read more

  • The Build-vs-Buy Decision About Connected Devices Just Got Easier

    Sponsors making decisions about device programs this year are setting more than just cost expectations for device procurement. They’re deciding whether devices will be a limiting factor on representative data or whether a partner who owns the full device strategy — not just the hardware — can enable broader, more diverse trials than would be possible by going directly to a manufacturer or managing it internally. read more

  • The Human Advantage in ADME Testing

    Animal models do not accurately recapitulate several aspects of human physiology, and these differences lead to variations in drug behaviors across species. Each contributes useful evidence, but what is missing is the connected human biology needed to predict ADME behavior with confidence. read more

  • The Next Test for AI in Pharmacovigilance Is Trust, Not Accuracy

    An AI model can be right and still not be trusted. That’s what Bristol Myers Squibb (BMS) found six months into rolling out AI-powered adverse event processing: while F1 performance scores were tracking upward, the audit trail found reviewers still reopening cases the system had already cleared. read more