Brokerage firms and other nonbanks have been eating banks' lunch in a variety of profitable businesses. But those entering the trust market say banks have little to fear.

"We're neophytes," said David Henle, a vice president at Goldman Sachs & Co., which is considering applying for trust powers. "We're here to learn."

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