David Arquette and Elizabeth Marvel are gearing up to face-off against Artificial Intelligence in Peacock's sci-fi series, Mrs. Davis. The duo are the newest names added to the call sheet alongside series stars Betty Gilpin and Jake McDorman, as well as a featured cast including Andy McQueen, Ben Chaplin, and Margo Martindale. The project hails from Tara Hernandez (The Big Bang Theory) and Damon Lindelof (HBO's Watchmen, The Leftovers) and has been packing on the creative power by tapping Alethea Jones (Rise of the Pink Ladies, Evil) to serve as a director for several episodes. Jones will be joined in her directorial talents by the previously announced Emmy-award winner, Owen Harris, who is best known for his eye behind the critically acclaimed Black Mirror episode "San Junipero." Both will also executive produce.