A long effort was necessary to improve the full pipeline, from detection sensors (LiDARs, cameras, radars) to processing steps (scene segmentation, object tracking, cloud maps…). Over 50 companies including CMOS foundries and VCSEL lasers also required more than five years to supply manufacturing and adjacent illumination components. We decided to join forces with larger companies.