The motto is 'trust but verify', and indeed that goes for your backups as well. And incidentally that's one of the most failed items during the dd's I've done and after verification several companies turned out to have lived without backups at all.
It usually takes two things to go wrong for a disaster to happen: some $0.05 part that fails and a procedural error.
And the consequences can be just about anything.