Breaking the Monolith: Scaling ML Performance Through Segmentation in Modern AML
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June 24, 2026
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Dana Mass
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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.