> 12ths are handy enough that we have a special word for “12 of something” (dozen) even though our numbering system is decimal.
My understanding is that the etymology of dozen is originally traced back to duodecim (Latin for twelve) via French dozeine. Which is interesting, but doesn't really explain why it's special beyond your observation that it's a highly composite, but comfortably small, number.