 A member of the Nobiles, Flaccus was the son of Gaius Norbanus Flaccus, who had been consul in 38 BC.The father possessed a good relationship with Augustus, and this connection was continued with the younger Flaccus, who became consul as the colleague of the emperor.In either 18/17 or 17/16 BC, the sortition appointed him proconsular governor of Asia.