Singapore's production landscape is experiencing significant expansion fueled by the rising implementation of automated systems . Driven by government programs and a skilled labor force, companies are implementing automated machinery and machine learning to enhance efficiency and competitiveness . The movement towards Industry 4.0 promises continue