Formalising 3rd normal form and giving it a rigorous definition so that we can test if data is properly normalised is a big deal. Ditto having algorithms in concurrent systems that we can guarantee don't have logic bugs in them.
If those things aren't math to you, then what are you willing to accept? Do you mean programmers have to sit down and draw an integral sign or it doesn't count? You're correct that doesn't happen, and you're probably setting yourself up to be steamrollered by someone who sees a well known pattern that the academics have been researching for years.
The typical corporate database has big tracts that have been "designed" by someone doesn't appear to have thought very much about how to store data in an organised fashion. It raises the question of what fuzzy thoughts go through their brain since they are only interacting with a database because they have a need to store data in an organised fashion. Hopefully their thoughtlessness doesn't matter, but doing better than that is a low bar.