Infinitum Nihil is Johnny Depp's production company which is run by his sister Christi Dembrowski. Depp founded the company in 2004 to develop projects where he will serve as actor and/or producer.
Lord Charlie Mortdecai, an unscrupulous art dealer and swindler, is accosted in Hong Kong by one of his victims, a gangster named Fang. Jock, Mortdecai's faithful manservant, extricates his master before they can be killed by Fang's gunmen. They return to London, where Mortdecai and his wife, Johanna, consider ways to pay off their crushing debt. A painting by Francisco Goya becomes the target of an elaborate theft which results in the murders of an art restorer and one of the thieves. Inspector Alistair Martland is put on the case. Martland, who has been in love with Johanna since college, asks Mortdecai to assist him. Martland believes the prime suspect to be Emil Strago. Mortdecai agrees to help in exchange for 10% of the insurance money.
In 1975, James "Whitey" Bulger (Johnny Depp), leader of the Irish-American Winter Hill Gang, controls almost all of organized crime within South Boston, along with his right-hand man Stephen Flemmi (Rory Cochrane), newcomer Kevin Weeks (Jesse Plemons), and cold and calculative hitman, Johnny Martorano (W. Earl Brown). Bulger's hold over South Boston is challenged by the northern Angiulo Brothers, who head the Boston branch of the New England Mafia family.
At a sideshow in a San Francisco fair in 1933, a boy, Will, who idolizes a legend known as the Lone Ranger, encounters Tonto, an elderly Comanche Native American, who proceeds to recount his experiences with that Old West adventurer.
In 1760, the Collins family moves from Liverpool, England to Maine and establishes the fishing town Collinsport where they built their estate Collinwood.
In 1931, 12-year-old Hugo Cabret lives in Paris with his father, a widowed, but kind and devoted master clockmaker. Hugo's father takes him to see films and loves those of Georges Méliès best of all.
Paul Kemp (Johnny Depp) is an author who hasn't been able to sell a book. He gets a job at a newspaper in San Juan, Puerto Rico. There, he meets Sala (Michael Rispoli), who gets him acclimatised and tells him he thinks the newspaper will fold soon. Kemp checks into a hotel and while idling about on a boat in the sea, meets Chenault (Amber Heard), who is skinny-dipping while avoiding a Union Carbide party. Kemp is immediately smitten with her.