> if AI fails to deliver, it fails to deliver for everyone and the people that bought into the hype can blame the consultants / whatever.

Understatement of the year. At this point, if AI fails to deliver, the US economy is going to crash. That would not be the case if executives hadn't bought in so hard earlier on.