As the airplane rose to prominence as a viable means of transportation in the early 1900s, so too did the idea of a future where individuals would commute everywhere via personal aircraft.

Private-equity investors, known for their jet-setting ways of landing deals, have become hooked on the air transport business. Some fear an airplane investment bubble is forming.