Developing a broad-based relationship with retail customers offers huge payoffs for banks but also a host of headaches.

Increasingly, banks are trying to gather large quantities of customer data and plug them into computer models to predict which products and services can be cross-marketed. But shifting from a traditional product- focused approach to one that zeros in on customer desires can be tough for some employees, said Royal Bank of Canada executive vice president Jim T. Rager.

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