Singapore's manufacturing environment is experiencing considerable development fueled by the rising use of automation solutions. Encouraged by local initiatives and a capable workforce , businesses are adopting automated processes and artificial intelligence to enhance output and market position . The movement towards Industry 4.0 promises sustaine