Banks have some of the greatest stores of information on their customers, but they have yet to figure out how to use it effectively and consistently.

When it comes to deploying the technology and customer information that falls under the heading of "Big Data," banks have fallen behind retail experts like e-commerce giant Amazon.com. It's a struggle recognized by both bankers and technology executives, several of whom have raised the issue in recent months as a top priority.

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