Fraud prevention encompasses the tools, rules and machine-learning systems used to detect and stop unauthorized or high-risk transactions before they complete. Within Hellgate.io’s modular architecture, fraud prevention capabilities may be embedded in Pulse’s decision-engine or linked via Guardian’s compliance layer. This ensures enterprise merchants can reduce chargebacks, improve approval rates and streamline risk operations through composable infrastructure.