Scott Guthrie

But you often are automating a suboptimal process with AI.

And I think a lot of what you want to do is re-engineer that process.

And to your point of enabling more people to use these tools as opposed to just developers or just...

you know, the security office or CISO office.

You know, if you could get the people that actually own the process to be able to use the tools and be successful, it really enables people to step back and say, okay, why don't we

change our process.

And the people that can most change the process are often the people doing the process.

And so to the extent that we can kind of democratize those tools, hopefully it really enables organizations to kind of do deeper business process reinvention and use technology to solve it.

And yeah, I think that also is going to be a great unlock for AI.

Yep.

Yeah, that's the part I love the most as well because that's the part I work on.

And it's definitely fun.

And, you know, especially the last couple of years is kind of the AI build out has happened.

It's not easy either in terms of just the scale that we need to kind of do it at.

But it's been fun at the event and then the previous couple of weeks leading up to it, we've also disclosed a bunch of details about some of our new Fairwater AI data center designs that we're particularly proud of and they're in production today.

And so if you're using an AI app, there's a decent chance tokens are running through it.

And it's fun to be able to kind of talk about some of those cool innovations.

Yeah, the new Fairwater data centers that we're building, and we're building some in Atlanta and Wisconsin are two areas that we've both kind of disclosed.

And there's lots of other sites around the U.S.

and the world that we're doing stuff to, but those are two that we've done now.