WASHINGTON—The first futures contract that will pay out in cryptocurrency rather than cash is expected to soon get regulatory approval.

The contract, launched by New York Stock Exchange owner Intercontinental Exchange Inc., is aimed at institutional players who have stayed out of cryptocurrency markets out of concerns that they are unregulated and susceptible to manipulation.

Bitcoin...