Where there is no disk. For example, computer with no HDD booted from read-only USB stick. RAM disk embedded in kernel for rootfs. Writable directories mounted as tmpfs. Everything runs from memory.
Only seen it for ESXi hosts in the enterprise space (and even there ... there was still a [small] local storage for each host)