Advanced driver assistance systems (ADAS) are proven, life-saving technologies that can significantly reduce automobile crashes and their severity. However, the effectiveness of ADAS technologies is contingent on their components being precisely calibrated during production and properly recalibrated after a collision or during maintenance—something that is too often neglected. Despite becoming standard in nearly all modern vehicles, ADAS technologies are frequently left misaligned following repairs due to a lack of equipment, expertise, or standardized procedures in retail motor vehicle repair shops. This ‘calibration gap’ not only undermines road safety by potentially contributing to otherwise preventable injuries and fatalities, but also results in substantial financial losses to consumers, insurers, automakers, service providers, and society as a whole. Studies suggest that even slight misalignments in sensor systems can render ADAS functions ineffective, with systems failing to avoid impacts due to calibration errors as small as a fraction of a degree.