It is a sobering reality that the "80-20 rule" of customer profitability-80% of profit typically derives from 20% of customers-often understates the case in the financial services industry. The top 20% often effectively subsidize all the rest, who can range from marginally profitable to downright losses.

This dramatic skewing has motivated financial services professionals to find ways to improve the profitability of the customers who perform worst.

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