Global Automotive OEM
A Tier 1 global automotive manufacturer was scaling its ADAS validation program ahead of a planned regulatory submission. Their internal annotation team could handle research-scale volumes, but the production push required 50M+ LiDAR and camera annotations in under 6 weeks — far beyond their capacity.