We will explore the increasing demand for powerful computing solutions in the automotive industry. Focusing on the potential of quantum computing to drive significant progress for specific workloads, we will address the current lack of proven advantages for industrially relevant problems. Our presentation will discuss strategies for potential users to navigate the field, striking a balance between research and practical applications of this emerging technology.