Congratulation on Your VLM/LLM, Now Let's Make A Hardware for That.
Hardware co-designed for LLM/VLM products — built for robots that live in the world. We help teams ship embodied intelligence: from assigning a vision-language model to a low-cost robotic arm, to full-stack kitchen automation, to tactile skins and expressive faces for humanoids. We optimize the hardware around your models — not the other way around.
What we do
Architecture, integration, and optimization for LLM/VLM-powered systems:
Sizing compute, memory, I/O, sensors, and power for real-world latency and cost targets; profiling and bottleneck hunts; hardware-in-the-loop testing.
Tactile skins, proprioception, and expressive visages driven by language semantics — safe, robust, and manufacturable.
Vision–language integration for simple robots and low-cost arms: perception, grounding, and task execution with tight power envelopes.