2026-01-22 · Risk Analytics Unit

Five Signals We Monitor in Real Time

A practical overview of high-impact fraud indicators used in modern transaction monitoring.

Five Signals We Monitor in Real Time image

Velocity anomalies are one of the strongest predictors: unusual frequency often indicates automation or account takeover.

Device and network fingerprints provide behavioral continuity that helps separate normal activity from synthetic traffic.

Transaction context matters. A single event can look normal, while a sequence reveals coordinated fraud.

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