While contemplating the rise of robo advisors, traditional wealth managers would do well to remember the railroad industry, warned one finance professor.

In the late 19th century, railroad companies represented 50% of the market cap of all firms on the New York Stock Exchange; by the 1970s, they represented just 2%, according to Leonid Kogan of MIT's Sloan School of Management.

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