Byron Stingily – The Purist

Backing Vocals – Kevin Owens
Backing Vocals – Katreese Barnes
Backing Vocals – Benny Diggs
Backing Vocals – Lisa Fischer
Edited By – Albert Cabrera
Engineer [Mix] – Steven Barkan
Engineer [Recording] – David Darlington
Guitar – Chuck Loeb
Written-By – Byron Stingily
Written-By, Producer, Mixed By – Kenny "Dope" Gonzalez
Written-By, Producer, Mixed By – Louie Vega

Backing Vocals – Stephanie James
Backing Vocals – Audrey Wheeler
Backing Vocals – Nicki Richards
Co-producer [Lead Vocals], Backing Vocals [Written-by, Arranged By] – Danny Madden
Engineer [Recording, Mix] – David Sussman
Engineer [Recording] – Nir Erelbaum
Keyboards – Satoshi Tomiie
Keyboards – Terry Burrus
Percussion – David Morales
Written-By – Byron Stingily
Written-By, Keyboards – Alec Shantzis
Written-By, Producer, Mixed By – Frankie Knuckles

Engineer – Carlos Santos
Keyboards [Additional] – Lester Mendez
Producer, Arranged By – Oscar Gaetan
Written-By – Oscar Gaetan
Written-By – Byron Stingily

Keyboards [Additional] – Luca Martegani
Producer – Flava For Your Ears
Producer [Add'l], Remix – Don Carlos
Written-By – James Wirrick
Written-By – Sylvester

Backing Vocals – Carole Sylvan
Remix, Producer [Additional] – Mousse T.
Written-By – Byron Stingily
Written-By, Producer – Paul Simson
Written-By, Producer – Zack Toms

Written-By – Ron Carroll
Written-By – Byron Stingily
Written-By, Producer – Mousse T.

Backing Vocals – Rob Morrison
Backing Vocals – Ron Carroll
Bass Guitar – Bill Dickens
Engineer [Mix] – Joe St. John
Percussion – Louie Bongo
Written-By, Backing Vocals – Byron Stingily
Written-By, Producer, Arranged By, Composed By, Engineer [Mix] – Maurice Joshua

Bass Guitar – Johnathon Marrin
Engineer – Phil Pagano
Written-By – Ron Carroll
Written-By – Byron Stingily
Written-By, Producer, Mixed By – Frankie Feliciano

Engineer [Mix] – David Darlington
Horns – Santiago Perez (2)
Percussion – "El" Rey
Written-By – Byron Stingily
Written-By, Producer, Arranged By, Mixed By – Eddie Perez

Written-By – Byron Stingily
Written-By, Producer, Mixed By, Engineer – Mike Dunn

Backing Vocals [Additional] – Ron Carroll
Engineer [Mix] – Joe St. John
Engineer [Mix] – Martin Stebbing
Written-By – Rob Morrison
Written-By – Byron Stingily
Written-By, Producer, Engineer [Mix] – Maurice Joshua

Horns – Real Horns, Inc.
Producer, Arranged By, Mixed By – The Basement Boys
Written-By – Teddy Douglas
Written-By – Jay Steinhour
Written-By – Byron Stingily
Written-By, Keyboards – Charles Dockins

Backing Vocals – Danny Madden
Backing Vocals, Other [Additional Ad-libs] – Lejuan
Engineer – David Sussman
Engineer [Assistant] – Nir Erelbaum
Written-By – Terry Burrus
Written-By, Backing Vocals – Byron Stingily
Written-By, Producer – David Morales

Remix, Producer [Additional] – Marc Pomeroy
Remix, Producer [Additional] – Brian Tappert
Written-By, Backing Vocals – Ron Carroll
Written-By, Backing Vocals – Byron Stingily
Written-By, Producer – Zack Toms

Edited By – Albert Cabrera
Engineer [Mix] – Steven Barkan
Engineer [Recording] – David Darlington
Guitar – Chuck Loeb
Written-By – Byron Stingily
Written-By, Producer, Mixed By – Kenny "Dope" Gonzalez
Written-By, Producer, Mixed By – Louie Vega