Today, retailers have the opportunity to learn more about their customers than ever before. By combining proprietary data with purchased and public information, merchants can create “data lakes” that build a single view of each customer across multiple communication channels. By detecting meaningful patterns in the data lake, retailers can provide an optimum customer experience at a much faster pace and a lower cost than ever before.