What makes this challenge difficult to accept is knowing that the raw material to fix the issue already exists. Financial institutions hold an extraordinary depth of customer intelligence: transaction histories, demographics, spending patterns, credit profiles, browsing activity, product ownership and more. Few industries know as much about their customers, yet most banks fail to tap into those vast data stores to deliver the relevance that demonstrates that knowledge.