Arizona inventor "Doc" Williams has invented a wireless remote control that can pilot an aircraft. Despite his efforts and those of his friend, pilot Jerry Barton, they can not interest anyone in the invention. Barton has found a job as a test pilot for a millionaire named George Lambert with his own aircraft company. When Doc brings a model of his invention, the two send their model aircraft to buzz Lambert on the golf course. Lambert is fascinated and arranges a test, but his daughter Betty is not, especially when the model lands in a puddle and drenches her. When the time comes for a test of the device installed in a real aircraft, Jerry takes the aircraft up and switches to remote control. United States Army Air Forces observers are skeptical that Jerry is flying the aircraft himself so Jerry parachutes out of the aircraft. The device, however, is not perfected and the aircraft crashes. The event is observed by foreign agents working undercover at Lambert Aircraft. Doc and Jerry return in failure to Arizona to perfect the device. At the same time Betty announces she wishes to go to Hollywood, with her Aunt Maude. When their vehicle runs out of petrol near Indian Springs, Arizona, the girls decide to steal petrol from an aerodrome beacon but are caught by Jerry who tows their car to Doc's house. As Jerry is a local Federal Aviation Administration official, he has the authority to arrest the girls until Judge Gildersleeve comes. The girls hear tales of his imaginary severe sentences. Jerry telegraphs George Lambert about what they have done and asks his permission to teach the haughty Betty a lesson. The girls have to do housework but Maude later overhears the boys' scheme and wins them over by saying it is a great idea, as Betty spoiled since childhood, needs a comeuppance. Meanwhile, the two enemy agents hijack a new Lambert-designed bomber being tested at Lambert Field. When the bomber crashes nearby with one agent surviving, he makes his way to Doc and Jerry's house, pretending he has been in an automobile accident. When Doc and Jerry learn the truth, the agent hijacks Doc's aircraft with the two girls as hostages. Doc's aircraft, however, has the remote control device installed that now works and Doc and Jerry are able to land the aircraft and capture the agent. The real Judge Gildersleeve, a midget, appears and fines the girls.
Principal photography for Emergency Landing took place from late March to early April 1941. After a stint in Great Britain, director William "One Shot" Beaudine returned to America in 1937 but had trouble re-establishing himself at the major studios. After working at Warner Brothers, Beaudine found work on Poverty Row, working for studios specializing in low-budget films, such as Monogram Pictures and Producers Releasing Corporation. Beaudine became a specialist in comedies, thrillers and melodramas making dozens for these studios. By the 1940s, Beaudine had a reputation for being a resourceful, no-nonsense director who could make feature films in a matter of days, sometimes as few as five.
Reception
Shortly after release, Emergency Landing was re-titled Robot Pilot. Merely a B film, Variety felt the film's major asset was "sex appeal".