1983 Los Angeles is full of beautiful girls, luxurious mansions, and glamorous parties. Eddie Dodson (Jim Sturgess), a hip and charismatic dealer of antique furniture for the rich and famous, is living the high life. When Eddie meets the cool and aloof Pauline (Isabelle Lucas), the attraction is instant and the two live out each other's fast-paced fantasies until Eddie's high-rolling life catches up with him and loan sharks start knocking on his door. To pay off his debts, Eddie and Pauline begin a spree of bank robberies across LA, charming tellers at over 60 banks to hand over the cash. Now the two are not only on the run from loan sharks but also have the police hot on their trail.