Signal Management

Signal management is where pharmacovigilance proves its value: turning safety data into timely action that protects patients. PharmExpert runs the full signal-management process — detection, validation, prioritization, assessment and recommendation — using established statistical methods and modern AI-assisted approaches.

AI-assisted screening can triage large, growing safety datasets far faster than manual review, surfacing potential signals sooner. But detection is where AI helps; validation and assessment require clinical judgment and benefit-risk reasoning that remain human responsibilities under GVP Module IX. We design the process so AI assists screening while qualified people make the decisions.

Each step is documented to Module IX expectations, with the signal-tracking record inspectors expect — capturing detection, validation, assessment and outcome regardless of how a signal was first surfaced. A process that lets an algorithm close potential signals without documented human review is not defensible, and we do not build one.

Confirmed signals are translated into concrete action — labelling changes, RMP updates and risk-minimization measures — closing the loop from data to patient protection. The result is signal management that is faster, inspection-ready, and genuinely effective.