This sounds like any large organization, where each engineer is only one tooth on a very large gear.

I'm guessing, but do not have enough anecdotal experience myself, that just about any large tech company employee here is reading your description and thinking "sounds like my company."

I'm curious how sound my hypothesis/guess is. Can other large organization employees answer with a claim that this does NOT describe their situation?