 After Cassie was signed by Diddy, the founder of Bad Boy Records, she continued to work with Leslie who produced the entire album.Musically, "Cassie" is an experimental R&B and pop album with hip hop influences, containing "looming synthesizer patterns" and "ice-cream-truck melod[ies] to give it a slightly twisted and threatening edge", as well as "flippant playfulness.