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Breaking the Monolith: Scaling ML Performance Through Segmentation in Modern AML

calendar_today June 24, 2026 person Dana Mass domain thetaray
  1. The Structural Failure of Static Thresholds The gap between modern financial crime and traditional transaction monitoring is no longer incremental but structural. For decades, the industry has relied on a one-size-fits-all approach: rigid thresholds that fail to differentiate between inherently diverse customer profiles.
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