With increasing numbers of features in automotive systems, feature interaction (FI) becomes more and more relevant regarding safety and emissions. Our comprehensive approach to handling FI in this domain includes research on new coupling metrics, feature clusters and advanced methods for optimizing system properties. Its expected results will lead to safer, more reliable and more environment-friendly automotive systems in the future.