Forecast Accuracy
These statistical laws govern forecast accuracy:
A long term forecast is less accurate than a short term forecast because the further into the future you project the forecast, the more variables can affect the forecast.
A forecast for a product family tends to be more accurate than a forecast for individual members of the product family.
Some errors cancel each other as the forecasts for individual items summarize into the group, thus creating a more accurate forecast.