Research shows companies that are best at demand forecasting average:
…while having a tenth of the stock-outs of their peers.
The whitepaper, Eight Methods that Improve Forecasting Accuracy, outlines a variety of forecasting methods tuned to perform well at different phases of the product life cycle.