• Five Steps to Smooth Agentic AI Adoption

    In agentic AI-enabled labs, AI goes from individual, one-off applications to comprehensive workflow orchestration. read more
  • Why 2026 Is the Year Clinical Trials Stop Drowning in Data

    Rich data sits across systems; actionable insight does not. Making clinical decisions on the back of mountains of collected data, without the systems to connect it all together, is like trying to understand the mood of a restaurant by looking at each patron individually. read more
  • Rethinking the Oligonucleotide Journey

    The history of oligonucleotide therapeutics illustrates that transformative medical progress occurs when foundational scientific breakthroughs are matched by equally robust advances in development infrastructure. Over the next decade, oligonucleotides are poised to expand their clinical footprint beyond reactive treatment and toward proactive preventive intervention for highly prevalent chronic conditions. 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