When Should You Replace Your Sanctions-Screening Engine?
Tuning fuzzy-match thresholds can reduce false positives by ten or fifteen per cent, but five performance patterns signal that your platform has reached its architectural ceiling. This article explains each pattern, the diagnostic tests we run during vendor-independent selection, and the migration-risk controls that preserve audit trails when you switch engines mid-year.