Fraud Detection EU

Graph analytics and machine learning surface suspicious networks and behaviors in real time, reducing false positives and investigator workload across financial operations.

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Overview

Combining graph features with ML improved precision and surfaced coordinated activity undetected by rule‑based systems.

Approach

  • Entity resolution and graph construction
  • Feature engineering and model training
  • Triage tooling and feedback loop

Results

  • 28% fewer false positives; 22% better precision