Efference

Efference builds an integrated perception and compute stack for robotics. Rather than selling software alone, the company designs hardware devices that capture sensor data and run inference, with the aim of aligning data collection, teleoperation and inference in one system. The vendor describes three pillars. High fidelity perception uses robotic grade sensors that are hardware synchronized for low latency and no jitter. Integrated compute is built to line up data collection, teleoperation and inference. Design for manufacturing means hardware and production tuned for data driven robotics at scale. Two devices are listed. The M1 is described as a robotics grade device built for distributed data collection at scale, with mass production dated July 2026. The H1 is a stereo system built for real time cloud inference with foundation models, with limited production dated September 2026. The audience is robotics teams and companies that need data collection hardware and perception for training and running robot models. No prices are published. Device sales and investor enquiries go through a contact link, and the company also lists open roles in hardware, perception, robotics and infrastructure.