Avala, founded in 2020, provides Physical AI Infrastructure-as-a-Service. The company delivers a closed-loop, traceable training-data infrastructure engine for embodied AI models, serving the autonomous driving and robotics sectors. Its managed cloud service is designed to replace fragmented annotation vendors with traceable ground truth for fleet data.
The company's technical domains include computer vision, data annotation, training data infrastructure, and the development of autonomous driving AI, robotics AI, and VLA models. A key product is its Data Engine, a glass-box, closed-loop training-data infrastructure delivered as a managed service. The system processes over a billion annotations per day.
Avala operates with a workforce of over 15,000 specialized coworkers and maintains a presence across multiple continents. The company states a people-first approach to AI development as part of its culture.
