In Kansas City Confidential, four robbers hold up an armored truck, getting away with over a million dollars in cash. Joe Rolfe (John Payne), a down-on-his-luck delivery driver who is accused of involvement in the heist, sets out to discover who set him up and to exact revenge. He follows a trail that leads him to a web of hired killers and corrupt police in Mexico.