I don’t think the tradeoff really exists at most companies. Sure I could make our data departments life more difficult by pointing out they do a few dumb things but what is the outcome to me and my fellow engineers? I’ll at best get a pat on the back and have the data team be at least somewhat pissed off at me. Some random executive might get a bonus.. but why do I care?