Assemvio

Assemvio is an AI assembly assistant that learns a task from one expert demonstration, generates step-by-step instructions, and verifies workers' assembly in real time. Using computer vision and spatial reasoning, it detects wiring mistakes, provides spoken corrections, and confirms when errors are fixed. Built in a dorm room with a rented camera and printed markers, it demonstrates a low-cost approach to manufacturing training and quality inspection.