CEO of Morgan Stanley James Gorman speaks in New York, May 6, 2014.

The Federal Reserve should have raised rates in March, said Morgan Stanley Chief Executive James Gorman.

"The Fed has kept rates too low too long," Gorman said at an event at the New York University Stern School of Business.