While we engineers understand how to judge and evaluate AI solutions, I am not sure Business Owners (BO) care.
BO's are ok with a certain percentage of bugs/rework/inefficiency/instability. And the tradeoff of eliminating (or marginalizing) Engineering may be worth the increased percentage of unfavorable outcomes.