Singapore's manufacturing environment is experiencing considerable development fueled by the rising adoption of automated systems . Driven by local schemes and a skilled talent pool , firms are adopting automated machinery and machine learning to improve productivity and standing. The movement towards Industry 4.0 indicates ongoing investment and n