Traditional periodic batch analysis creates a dangerous latency between case intake and signal detection. A real-time workflow automates the continuous calculation of disproportionality measures (PRR, ROR) against a dynamic comparator database like the FDA's FAERS or an internal historical corpus. This architecture ingests ICSRs from your safety database (e.g., Oracle Argus, Veeva Safety), normalizes the data, and executes statistical agents upon each new case. The operational upside is a 70-90% reduction in signal detection lag, allowing safety committees to investigate potential issues before they escalate, directly impacting patient safety and regulatory risk.




