A mid-size US issuing bank wants to increase both spend & revenue on credit cards and wants to identify specific customer engagement triggers. They also need to understand spend propensities for targeted multi-channel marketing campaigns. They struggle to integrate customer preference and behavioral patterns. This results in campaigns that are done on a basic level with mass marketing and overselling to customers.