An intelligent business forecaster for strategic business planning is presented. The forecaster is basically a multilayered fuzzy rule-based neural network which integrates the basic elements and functions of a traditional fuzzy logic inference into a neural network structure. It is shown that the forecaster is superior to several commercially available business software in terms of learning speed and forecasting accuracy.