In San Francisco, a former Hollywood starlet whose life has fallen into prostitution joins forces with a petty, misogynistic thief in an attempt to make amends for their criminal pasts. Drawn into a high-profile child abduction case, the unlikely pair sets out to find answers while confronting the choices that led them to the margins.