Companies assign Overhead costs allocated to cost driver of Direct Labor, while drawing-out the predetermined overhead rate. When the direct labor is replaced by automated equipment, the direct labor is less applied, the direct labor cost decreases which will increase the predetermined overhead rate based on Direct Labor costs.