 "Let's Groove" was produced by Maurice White for Kalimba Productions.With a duration of five minutes and thirty nine seconds the song has a tempo of 126 beats per minute.Ken Tucker of "Rolling Stone" described Let's Groove as "city music" where "the horn section screams like a car running a red light."