A&R – Rennard East
A&R [A&R Administration] – Terese Joseph
A&R [A&R Operations] – Leesa D. Brunson
A&R [For G.O.O.D. Music] – Che Pope
Consultant [Creative Consultant] – Amy Davis (4)
Coordinator [Marketing Coordinator] – Ashlee Merritt
Cover – Splash News
Design [Cover Design] – Akeem Smith
Design [Packaging Design] – Alberto Erazo
Engineer [Assistant Engineer] – Sean Solymar
Executive-Producer – Kanye West, Pusha T
Executive-Producer [Co-Executive Producer] – Steven Victor
Legal [Clearances] – DMG Clearances, Inc., Deborah Mannis-Gardner
Legal [Legal Counsel] – Sebastian Zar, Sedlmayr & Associates, P.C.*, Theo Sedlmayr
Management [Marketing] – Angel Martinez (7)
Mastered By – Mike Dean
Mixed By – Jess Jackson, Mike Dean
Producer – Kanye West
Production Manager [Package Production] – Paul Lane
Recorded By – Nathaniel Alford, Tom Kahre
Recorded By [Assisted By] – Jenna Felsenthal