We're standing on the roof when you think about AI and major organizations today.

I'm sure that some companies are seeing major gains.

The financial calculations are totally out the window now because they started charging token use.

I saw a story where a guy works in GitHub Copilot and his fees went from $30 a month to 36,000 overnight.

So, uh, I don't, I think a lot of the calculations are broken now.

Um, I've seen value where you focus on five key areas.

Uh, decision help or automation, uh, where you're doing the augmenting intelligence, boosting productivity, focusing in the higher levels of work.

Where, where do you think, if we're talking a year from today, the state of AI and AI transformation inside large companies will be?