The Crowdcar project was embedded in a broader research context focusing on motorsport and automotive development as real-world environments for the analysis of complex socio-technical systems. The project was accompanied by analytical and methodological work conducted within the framework of Racing Research, an independent research platform dedicated to the investigation of technology, organisation and data-driven decision-making under high-performance conditions.
In addition, insights from related research activities, including a research project on digitalization and track safety , contributed to a broader understanding of how digital infrastructures, prototyping approaches and interdisciplinary collaboration can support innovation, validation and knowledge transfer in demanding automotive and motorsport-related contexts.