Complex Business Problems.- Characteristics of Complex Business Problems.- An Extended Example: Car Distribution.- Adaptive Business Intelligence.- Prediction and Optimization.- Prediction Methods and Models.- Modern Optimization Techniques.- Fuzzy Logic.- Artificial Neural Networks.- Other Methods and Techniques.- Adaptive Business Intelligence.- Hybrid Systems and Adaptability.- Car Distribution System.- Applying Adaptive Business Intelligence.- Conclusions.