Do companies REALLY base their production quantities on consumer demand?

I have been searching for an answer in this sub, but the similar threads are fairly old. My question is mostly about food supply if that makes a difference. It seems there is a huge amount of food waste simply from over-production, but idk if that’s actually true. So, do corporations decide to produce based on actual demand or are there other factors that outweigh that?