"With a database of over a 100 million credit cards globally, that account for over $1 trillion in charge volume every year, American Express deals with vast quantities of data." They were looking to drive cost effective online acquisition and reduce the cost of direct mail marketing.
The project used advanced machine learning predictive models to better target and convert customers.
Machine learning
This "resulted in a 40% rise in new customer acquisition via online interactions as opposed to 90% of new customers that were acquired through direct mail campaigns reducing costs."