Anomaly detection use circumstances Fraud detection Anomaly detection styles are utilized extensively from the banking, insurance policy and inventory investing industries to discover fraudulent routines in real time, such as unauthorized transactions, revenue laundering, credit card fraud, bogus tax return statements and abnormal trading styles.