A physical AI industry is witnessing substantial increase, fueled by innovations in mechatronics, visual recognition, and distributed processing . Key shifts encompass the growing adoption of physical AI in supply chain workflows, manufacturing environments , and medical services . Opportunities are present for companies developing advanced system