We predict players that are going to leave the casino before they actually leave. With this information, the marketing team can intervene with a retention strategy before their players leave. We also have the ability to predict how much different groups of players would spend in the future to assist (using our machine learning algorithms). Having this information on a client helps the casino focus there energy on the cluster of players that have the highest potential value. Our algorithms predict at an accuracy level greater than 80%.