The title is due to return as one of the replacement series in the New 52, following its first six cancellations.
Grant Morrison was working on the title prior to the publisher's September relaunch with a string of artists including Burnham.
The writer's ongoing story was last featured in the Batman Incorporated: Leviathan Strikes one-shot, which featured Burnham's artwork.
"Grant Morrison's new Batman Incorporated series is the final, unbelievable act of a saga six years in the making," editor Mike Marts told The Source.
"Along with his artistic partner-in-crime Chris Burnham, Grant delivers twists, turns, punches and reveals no reader will see coming. Things pick up directly after the shocking cliffhanger of last year's Leviathan Strikes one-shot - and only get crazier from there!"
Batman Incorporated will resume in May.