The movie, co-produced by Kumar and Vikram Bhatt, will go on the floors soon.
"Zoa is doing my film 'Bhaag Johnny'," Bhatt confirmed in a statement.
Kumar said: "Zoa is a fresh, young talent who has a lot of potential and we have just given her a platform to prove herself after her first release. 'Bhaag Johnny' will showcase her in a new avatar and the audience will definitely love her."
It is a film about a man who is forced to lead two lives and the chain of events that follow when he has to opt for one over the other.
"Bhaag Johnny" is part of a five-film deal between Kumar's T-Series and Bhatt's ASA Productions.