Robotics-grade sensor hardware for distributed data collection and real-time cloud inference, designed for physical AI training pipelines.
Efference builds hardware for robotics data collection and inference with high-fidelity perception sensors hardware-synchronized for low latency and zero jitter. The M1 is a robotics-grade device for distributed data collection at scale with integrated compute for data collection, teleoperation, and inference (mass production planned July 2026). The H1 is a stereo system built for real-time cloud inference with foundation models (limited production planned September 2026). Efference is a product of Efference.