An agitator shaft seal assembly for use on industrial mixers, particularly horizontal dough mixers, that includes a stator plate that is adapted to be mounted on a rotary seal adapter plate; a rotor mounted on the stator plate; a push ring mounted on the rotor; a seal gland disposed between the rotor and the push ring; and a locking ring mounted on the push ring.