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Janelle Monae's Bad Boy debut EP, "Metropolis: The Chase Suite (Special Edition)," was executive produced by Sean "P. Diddy" Combs, The Wolfmasters and Janelle Monae. It was co-executive produced by Antwan "Big Boi" Patton.

Besides that, all seven of the EP's tracks were produced by Nate "Rocket" Wonder, Chuck Lightning and Janelle Monae for Wondaland Productions.