In 1937, Universal Pictures made a deal with Crime Club, who were publishers of whodunnits.[2] Over the next few years Universal released several mystery films in the series.[2]The Witness Vanishes was the last film in the series.[3][4]The film was inspired by James Ronald's magazine serial They Can't Hang Me! which was the films working title.[4]