Chalk x Verisoul Demo: Real-Time Fraud Detection with Domain-Based ML Signals

In this live session, Verisoul showcases how they leverage Chalk to build a unified, real-time decisioning pipeline for fraud detection. Watch as the team walks through how they orchestrate feature computation across heterogeneous data sources, apply domain-specific logic, and blend machine learning into their risk workflow. The demo highlights one of their key fraud signals: email domain analysis. You'll see how Verisoul extracts structured intelligence from domain patterns—like age, registrar, reputation, and configuration anomalies—and transforms that data into real-time features for identity scoring.