The key to effective monitoring is the setting of appropriate thresholds in the monitoring rules or scenarios in the transaction monitoring system, and a good customer segmentation scheme. Anti-Money Laundering threshold tuning is more of an art than science. It involves consideration in many different aspects, not solely looking at the data. This course discusses these important aspects for maintaining effective monitoring.