Embedded means different things. Personally I have a hard time calling anything that runs Linux as embedded, having cut my teeth on microcontrollers.
If it's a custom Yocto thing or it involved buildroot at any state of provisioning it gets the moniker "quasi-embedded" to me. Doubly so if it never actually connects to the internet, unlike these water controllers, apparently.