There are sometimes reasons this is harder in practice, for example let’s say the business or even third parties have access to this db directly and have hundreds of separate apps/services relying on this db (also an anti-pattern of course but not uncommon), that makes changing the db significantly harder.

Mistakes made early on and not corrected can snowball and lead to this kind of mess, which is very hard to back out of.