The script is written by Max Landis, said The Hollywood Reporter.
Smith, 47, and Ayer recently teamed on Warner Bros' "Suicide Squad", and "Bright" will have to wait until shooting wraps on David Frankel's "Collateral Beauty", which Smith toplines.
Edgerton, 41, is familiar with cop narratives, having recently co-starred as a corrupt FBI agent in "Black Mass".