Production Planning based on previous production

Is it possible to do production planning based on previous production. In Make to Stock Process industries ,it is not possible to plan production based on Sale orders or Material Requests .

The different operations are done at full capacity and Production Planning need to be done on past production output .

Can we do this or is there a work around now ?