Ouster Shifts to Software Revenue as Hardware Margins Compress

Ouster launched Studio, a cloud-based platform for lidar point cloud processing, alongside its L3 chip. The move reflects a strategic pivot toward recurring software revenue rather than one-time hardware sales—a pattern we have seen before when sensor manufacturers sought to capture value from data workflows. In a competitive lidar market, the economics increasingly favor software-enabled solutions over commodity hardware alone.