> I would expect the AI capabilities to cost more (either on cloud infrastructure or higher performance chips). Worsening their margin per unit.

This is a problem for the next exec after the one behind this has happily parachuted to his next position before the chickens come home to roost on things like "long-term costs" and "fit with the overarching corporate strategy".