Entertainment One is producing the international drone thriller alongside Firth and Ged Doherty's Raindog Films, said the Hollywood Reporter.
Mirren will star as Colonel Michelle Madden, a military intelligence officer in command of a top secret drone operation.
Paul plays American drone pilot, Steve Watts, while Firth's character has not been revealed yet.