In December 1917, Davis was promoted to temporary brigadier general and assigned to command of the 32nd Heavy Artillery Brigade. After arriving in France, Davis' brigade completed training at Limoges, then moved to the front in time to participate in the Battle of Saint-Mihiel. He was subsequently assigned to command of the 31st Heavy Artillery Brigade, which took part in the Meuse–Argonne offensive.