It is common in many organizations today to hear that they are looking to become a �data-driven� enterprise. But what exactly does that mean? A data-driven enterprise maximizes the use of data and analytics to guide decision making to achieve the maximum possible business value, such as improving the customer experience, optimizing business operations, or reducing fraud. It seems that while a lot of the spotlight in a data-driven enterprise is given over to the benefits of machine learning and artificial intelligence, the insights produced are useless if the data they rely on is poor.