A&R – Jay Brown (3), Merlin Bobb
Administrator [A&R Administration] – Patricia Elliott (2), Yaneley Arty
Art Direction – Anita Boriboon*, Lili Picou
Co-producer – Big Tank (tracks: 3, 16), Craig Brockman (tracks: 8, 29, 30), Missy „Misdemeanor“ Elliott* (tracks: 2 to 16, 29, 30), Nisan Stewart (tracks: 29, 30)
Coordinator [A&R Coordinator] – Charles „Ja’Maike“ Pinede, Pier Humphrey
Design – Anita Boriboon*
Engineer [Mix Assistant] – Jesse Gorman (tracks: 1 to 3, 6 to 16), Mike Zainer (tracks: 10, 15), Steve Penny (tracks: 1 to 16)
Engineer [Recording Assistant] – Edith Louis (tracks: 9), Grayson Sumby (tracks: 1 to 16), Jesse Gorman (tracks: 1 to 16)
Engineer [Recording] – Bill Importico (tracks: 9), Senator Jimmy D* (tracks: 1 to 16)
Executive-Producer – Missy „Misdemeanor“ Elliott*, Timbaland
Hair – Toni Swan
Make-Up – Billy B. (3)
Management – AMG Management, Chris Lighty, Mona Scott, Violator Management
Mastered By – Bernie Grundman (tracks: 1 to 16)
Mixed By – Jimmy Douglass (tracks: 1 to 16), Timbaland (tracks: 1 to 16)
Photography By – Nitin Vadukul
Photography By [Missy Cover Photograph] – Arnold Turner
Producer – Craig Brockman (tracks: 1), D-Man (2) (tracks: 9), Missy „Misdemeanor“ Elliott* (tracks: 1), Nisan* (tracks: 9), Timbaland (tracks: 2 to 8, 10 to 16)
Producer [Additional Production] – Timbaland (tracks: 9)
Stylist [Nails] – Tammy Stuckey
Stylist [Styling] – June Ambrose, The Mode Squad*