So I don't know if you want to kind of share a little bit on that.

Yeah, and we've seen that in the recent years, but maybe to come back to your previous comment about the fact that we've been doing AI for a long time, we have, but I don't want this to be reductionist in terms of the impact of what we've seen in the last few years either.

What we were doing 20 years ago has nothing to do with what we're seeing today in that space.

It was basic statistics that we were essentially applying to fairly large amounts of data.

Now it's literally entire processes that can be largely automated.

It's not just building models, it's cleaning the data.

There's also figuring out what are the best approaches to do certain things, to implement a database, for example.

So Julien, I want him to touch on the conversations we've been having.