Singapore's industrial environment is seeing considerable growth fueled by the increasing use of automation solutions. Driven by national schemes and a skilled labor force, companies are adopting robotics and AI to improve output and market position . The movement towards smart manufacturing promises ongoing investment and employment within this ev