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Electronics are the neural system of modern vehicles. Increasingly, electronic systems operate in connected environments and control safety-relevant functions – and that makes them even more complex to develop, calibrate, and validate. Developers need to come up with viable solutions that can keep pace with future developments. One promising approach is to systematically collect data from vehicle systems: Used intelligently, this data can render some test drives unnecessary, as well as facilitating collaboration between teams spread across diff erent locations.