In 2017, it was reported Olyphant would portray an FBI agent in the film "Driven", though he ultimately did not appear in the film. In 2018, Olyphant was cast as a voice actor for the stop-motion animated film "Missing Link", which was released in April 2019. He was also part of the large ensemble cast for the Quentin Tarantino semi-historical film "Once Upon a Time in Hollywood", which was released in July 2019. Olyphant portrayed TV western star James Stacy in the film.