Talking about Qala, apart from the three main leads, the film has a bunch of talented actors such as Amit Sial, Varun Grover, Abhishek Banerjee, and Swanand Kirkire among others. Qala is directed by the famous lyricist Anvitaa Dutt who made her directorial debut with the 2020 supernatural thriller Bulbbul in which Tripti Dimri played the titular role too.
Talking about his association with the director, Babil said to the portal, "Anvitaa has a special skill — she makes you feel like you can tell her anything. When I would talk to her about baba, I would often say something painful, and immediately cloak it with laughter. She would ask, ‘Why are you laughing?’ When I’d ask her what she meant, she’d say, ‘You are coping with pain’. Having that kind of support helps you become comfortable in your skin. It gave me the confidence to be who I am."