Wealth management firms and banks are apt to cite Amazon, Zappos and Google as muses for their digital transformation. But the financial industry has a long way to go before it can offer experiences like those brands.

Some institutions don't even let customers search past online transactions for keywords (say, "Whole Foods"), let alone make recommendations about what the consumer should do next, a la Amazon.

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