Today, firms have an abundance of customer data available from a growing number of sources. Many firms have challenges transforming this data into actionable customer insights. Nevertheless, research has shown that a positive and effortless customer experience based upon analytic insights can result in increased customer satisfaction, loyalty, advocacy and greater customer lifetime value.