The 25-year-old "Mad Max: Fury Road" actor is expected to play Epstein and the "Unbroken" star will essay Lennon's part, reported Aceshowbiz.
Justin Chadwick is in talks to direct the true-story drama.
Brian Epstein discovered and managed The Beatles before he died of a drug overdose at 32.