The industrial environment is seeing considerable expansion fueled by the growing use of automation solutions. Supported by packaging automation Singapore local programs and a capable labor force, firms are embracing automated processes and artificial intelligence to enhance output and competitiveness . The movement towards Industry 4.0 indicates