If you don’t have a DB or the ability to store data in general none of the open source analytics software will work either.

I guess you are using trust in a different way here. Trust in competency can vary with both volunteer and paid workers, everyone makes mistakes though. Trust that someone doesn’t do something deliberately malicious is a different matter though.

If you think people are going to be trustworthy just because they are getting paid you are naive.