My boss at a large company years ago wrote a query for daily stats and then proceeded to run it on the entire event history every day for the life of the company just to get DAU, etc. The solution was to just keep paying more for redshift until the bill was a few million a year. Suggestions to fix his crap were met with disdain.

That job taught me a lot.