I'd wager that any system that is complex enough to be useful has unwarranted assumptions built in. You can (in some cases should) use mathematical formalism to

I'd wager that any system that is complex enough to be useful has unwarranted assumptions built in. You can (in some cases should) use mathematical formalism to elicit these assumptions, but from then on, you handle them with risk management, which is classic engineering.