The continuous, systematic surveillance of customer transactions—including transfers, payments, deposits, and withdrawals—to identify patterns indicative of fraud, money laundering, or other illicit activity. Transaction monitoring is a regulatory requirement for financial institutions under AML laws and typically involves a combination of rule-based scenarios and machine learning models that analyze transaction attributes in real time.