Lane made her film debut in the critically acclaimed and award-winning American Honey (2016), a film about magazine crews, written and directed by Andrea Arnold, starring opposite Shia LaBeouf and Riley Keough.[8] Arnold spotted Lane sunbathing on a beach while on spring break. Lane said in an interview that she "felt Arnold's vibe and decided to trust Arnold for an audition."

The film had its world premiere on May 15, 2016 at the Cannes Film Festival, where it won the Prix du Jury. The film was released in a limited release on September 30, 2016, by A24. Lane will next be seen in Born in the Maelstrom, a short film directed by Meryam Joobeur, and The Miseducation of Cameron Post directed by Desiree Akhavan. She will then appear in Hearts Beat Loud opposite Nick Offerman and Kiersey Clemons, directed by Brett Haley.

Lane is attached to star in Hunting Lila to be directed by Paul J. Franklin. Shoplifters of The World Unite directed by Stephen Kijak and Freakshift opposite Armie Hammer and Alicia Vikander directed by Ben Wheatley.

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