AEye, Inc. develops lidar-based sensing technology marketed as an Intelligent Sensing Platform, aimed at enabling machine perception in automotive and adjacent industrial applications. The company targets long design-cycle automotive programs (ADAS and autonomous driving) as well as a fragmented set of non-automotive use cases such as rail, airport safety, perimeter monitoring, aerospace and defense, logistics, and intelligent transportation systems. Its commercialization model blends prototype/legacy unit sales with contract development work, and it expects increasing reliance on Tier 1 automotive suppliers as OEM adoption scales. The business is R&D-intensive and highly dependent on converting customer development programs into production design wins and manufacturable, lower-cost hardware.