A method for production planning includes receiving a first order quantity of a first device. A first yield estimate of the first device from a production line is determined. The first yield estimate is adjusted based on a first confidence factor associated with the first order quantity. A dispatch quantity for processing in the production line is determined based on the first order quantity and the adjusted first yield estimate.