Ouster Pivots to Software as Hardware Profits Thin

Ouster launched Studio, a cloud platform for processing lidar data, alongside its new L3 chip. The move signals a shift toward recurring software revenue rather than one-time hardware sales—a pattern familiar across sensor makers seeking to capture value from data workflows. In an increasingly crowded lidar market, software-enabled solutions now offer better long-term economics than hardware alone.