Singapore's manufacturing system environment is seeing substantial advancement, driven by government initiatives to enhance efficiency and global standing. Key directions encompass growing integration of cognitive intelligence, the Connected of Devices (IIoT), and collaborative automation. This presents numerous possibilities for businesses focused