VECTRA is a programmable AI processor running Qwen 27B on our FPGA prototype, bit for bit against our 4-bit reference. It reached 7.9 tokens/sec in short-context decode, ahead of a Jetson AGX Orin in our tests. Built for robots and autonomous systems.