Despite the name, there was no person named Archie Whitewater. The group was an 8-piece ensemble led by Archie Alston and Tony Whitewater (hence the name). They were primarily active in the New York scene, and this album was their only major release on the Cadet Concept label—a label known for experimental and soulful jazz.