- Marcella "Ms. Lago" Araica – mixing, additional production
- Chris Athens – mastering
- Jim Beanz – vocal arrangement
- Benjamin "Benny Blanco" Levin – drums, keyboards, programming, producer
- Derek Blanks - photographer
- Brandon "Blade" Bowles - producer
- Chris Brown – vocal arrangement
- Jasper Cameron – vocal arrangement, vocal producer
- Bernard Chang – illustrations
- Aubry Delane – assistant
- Carlos "Los da Mystro" McKinney – producer
- Mike Donaldson – engineer, mixing
- Mike Elizondo – instrumentation
- Paul Foley – engineer
- Yolonda Frederick – make-up
- Serban Ghenea – mixing
- Lukasz "Dr. Luke" Gottwald – guitar, vocal production
- Tatiana Gottwald – assistant
- Matty Green – assistant
- Mariel Haenn – stylist
- Christy Hall – production assistant
- John Hanes – digital editing
- Kuk Harrell – vocal engineer, mixing technician
- Rodney "Darkchild" Jerkins – producer, mixing, vocal producer
- Rob Knox – instrumentation
- Giancarlo Lino – mixing assistant
- Carlton Lynn – engineer
- Andile Majozi – assistant
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- Terius "The-Dream" Nash - writer, co-producer, vocal arrangement
- Candice Nelson – writer, vocal arrangement
- Jared Newcomb – assistant
- Osinachi Nwaneri – producer
- Carlos Oyanedel – assistant
- Dave Pensado – mixing
- Mark Pitts – executive producer, A&R
- Jamal "Polow da Don" Jones – producer
- Ramon Rivas – assistant
- Tim Roberts – assistant
- Todd Rubenstein – assistant
- Becky Scott – production coordination
- Kelly "Becky 4 Real" Sheehan – engineer
- Vanessa Silberma – production coordination
- Gary "G" Silver – production coordination
- Spike Stent – mixing
- Christopher "Tricky" Stewart – producer
- Phil Tan – mixing
- Faheem "T-Pain" Najm - producer
- Brian "B Luv" Thomas – engineer
- Pat Thrall – engineer
- Randy Urbanski – mixing assistant
- Courtney Walter – art direction, design
- Elvis "Blac Elvis" Williams – producer
- Emily Wright – engineer, vocal editing
- Kiyah Wright – hair stylist
- Andrew Wuepper – mixing assistant
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