_But why?_
I mean, if you have one container service only and everything else is ran by systemd, then it makes sense to keep it easy. But other than that, why? Systemd's syntax and docs aren't particularly friendly or easy, so it's not like you gain in simplicity vs just running docker/podman-compose, or even a lightweight orchestrator like Nomad.