A software component that executes predefined conditional logic (if-then rules) to automate decisions in real time. In fraud prevention and compliance, rules engines evaluate transactions against thresholds, patterns, and conditions set by risk analysts. While rules engines provide transparent and auditable decisioning, they are most effective when combined with machine learning models that can detect patterns too complex or novel for predefined rules.