There are many transaction monitoring systems in use at financial services companies (FIs). Many of them are rules based. They apply rules to specific transaction types to detect activity which requires additional scrutiny. With the broad variety of transactions, it is critical for FIs to regularly test and retune their systems to ensure accuracy.