Adaptive fraud models use machine learning to evolve in real time as new fraud patterns emerge. Hellgate®’s Specter module employs adaptive algorithms trained on live transaction data to detect anomalies and recalibrate risk scores automatically. This continuous learning ensures merchants stay ahead of emerging fraud tactics and regulatory expectations.