In 1997, Leonard released the instrumental album Rivers on his own record label, Unitone. Leonard has three children: a daughter Jessica, a Writer (for whom Madonna's song "Dear Jessie" was written), and two sons, Sean, who is a musician, and Jordan, a projection mapper and VJ under the name Pickels Visuals.