Separate devices provide reliability and supportability.
If your all-in-one device has issues, you can't remote in to maintain it.
Take a look at what enterprises do: redundant external interfaces, redundant services internally. You don't necessarily need all this, but it's worth considering "how do I ensure uptime and enable supportability and reliability? ".
Also, we always ask "what happens if the lone SME (Subject Matter Expert) is hit by a bus?" (You are that Lone SME).