Alfredo De Villa came up with the concept of Adrift in Manhattan while flying to a festival in Havana, Cuba, to present his 2002 film Washington Heights: "While I was naturally thrilled and excited, I was also exhausted.
De Villa said that he initially wanted the film to have a "slow, small movement."