Real-world robots need low-latency, reliable and power-efficient computing, and Huixi says its RPU, RISE and RhinoVLA stack is designed to move models from development into mass-produced products. The financing matters because Huixi says its R1-based platform has reached mass production in the AGIBOT G2 and that its latest Pre-B+ and B rounds brought 2026 cumulative equity financing above RMB 2.5 billion to fund next-generation chips and scale delivery.