Customers who entrust a brand with their personal data expect that information to be used to improve the relevance of their interactions with that brand???to develop a more personalized relationship???and can be upset when their expectations are not met.One of the biggest challenges to ensuring data is of high quality is that it now enters organizations in ever-increasing quantities and channels.