The speaker expects companies adopting AI to move from rapid early adoption into a pullback in spending and attempts to measure return on investment.

“It's actually gonna continue to be a pretty dramatic rise because most companies are still figuring this out for the first time, and they're, they are all going to go through this cycle of rapid early adoption and then kind of a pullback of spend and trying to measure and calculate ROI.”