On the surface, Charlie (Johnny Depp) is a successful and proud art dealer. With his beautiful wife Joanna (Gwyneth Paltrow) at home, he lives a comfortable life. However, he has a secret that is unknown to others. Whenever night falls, Charlie will transform himself into a thief who specializes in stealing art. This dual identity has been around for a long time, but it has never been exposed. One day, a painter who specializes in restoring Goya's works died for no reason. The sky-high artwork in his hands mysteriously disappeared. The authorities offered a huge reward in the hope of recovering the painting. The series of "zeros" behind the bounty made Charlie's heart beat, so he and his partner embarked on a journey full of excitement and danger. While dealing with a series of weirdos, Charlie also has to beware of a man named Matland (Ewan McGregor), because he is not only an agent of the British MI5, but also a long-standing rival of Charlie.