>What on earth has the corporate analytics team been doing all this time to not make that sort of opportunity cost screamingly obvious?

This is assuming there is an analytics team / department. I think people in tech may be surprised how Tech hasn't really caught on in many of the industry, especially those that are not Fortune 2000.