A Chicago gang led by Slade carries out an audacious brokerage robbery. Lieutenant Bill Mason takes the case, continuing his friendly-enemy relationship with crime reporter Ann Rogers. One gang member is caught; eventually, others follow. But Mason hasn't a clue to Slade, principally because he's unaware she's a woman.

The survivors from a plane crash are washed up on an island where the only inhabitants are Mr. Taylor and his servant, Ping. The mismatched group must learn to get along and work together if they are to convince Taylor to let them borrow his boat and return to the main land.

After one member of their group is murdered, the performers at a burlesque house must work together to find out who the killer is before they strike again.