Fleet Financial Group is finding that building a data warehouse can require heavy lifting.

Consider the data emanating from the seven-state banking company's 2,050 automated teller machines. For three days earlier this year, Fleet technologists huddled to pore over the definitions of 450 data elements offered up by the ATM network. They went over every single one in deciding which to keep.

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