Actually, I think it was this:
So, basically, when I moved to duplicati as a service, it could no longer find the database file because it was still looking for it in the old location (under %appdata%). It’s as simple as that!
If I install duplicati for one user (with admin rights), does it automatically install itself for all users? If that’s not the case, I only have one instance for one user installed.