Automated manufacturing platform producing prefabricated exterior walls via a patented Light Steel Frame and robotic assembly line—finished wall at 1 m²/36s, reducing manual labor ~80%. Targets construction manufacturers and industrial partners with an asset‑light factory‑within‑factory model and a Manufacturing Operating System that integrates automated design, local codes, and robotic production; yields up to 60% lower operational energy and >50% lower embodied carbon.