The film follows the action of four Charlestown, Massachusetts bank robbers as they are pursued by law enforcement. Affleck plays a professional thief who falls for a bank manager (Rebecca Hall) after a dangerous heist. He struggles with this newfound relationship whilst evading a tenacious FBI agent (Jon Hamm) looking to catch him and his crew before they rob another bank.