And in particular, perhaps sort of reference, you know, the MGA in particular as part of that.

Yeah, that's a good question.

Clearly, insurance is adopting AI.

We would expect MGA's being nimble and entrepreneurial to really be aggressive in adopting it, especially the ones who have ambitions and ambitious backers.

We've just started working in the US with a large MGA.

I think in one book they've got 150,000 submissions a year and they are committing AI to solve that problem.

The soft market, a lot of remarketing, volumes have gone up.

So, you know, for me and for sort of our listeners, you know, what does that look like, you know, and for what period of time?