My assumption is that the system is on an air-gapped network, as individual systems that are completely isolated are typically not very useful as a full user en

My assumption is that the system is on an air-gapped network, as individual systems that are completely isolated are typically not very useful as a full user environment, and are more likely to be fully embedded systems instead.