In Plain Sight revolves around Mary Shannon, a Deputy United States Marshal attached to the Albuquerque, NM, office of the Federal Witness Security Program, more commonly known as the Federal Witness Protection Program. Shannon must find ways to balance her professional life of protecting witnesses, her professional relationship with her partner, Marshall Mann, and her problematic personal life.