"That Lady" is a song by the Isley Brothers, made famous in 1973 when it was reworked in a funk rock style. It was originally performed as "Who's That Lady?" in a classic R&B vocal style by the Isley Brothers in 1964, inspired by the Impressions. Wikipedia