Fighting AI with AI

Just like we're using AI to move faster, criminals are using it to move faster. Sometimes it's finding a needle within a haystack. But with the engines that we've created, we're able to do that. Just like we're using AI to move faster, criminals are using it to move faster. They are using it to create more synthetic identities at scale, which allows us to leverage AI to combat the same thing. That's one way that the depth of our data is really working in our advantage. Because we have so much of it and the actors are producing even more that we have to work with, we have many more signals that we're able to drive. I think a big thing is the bad actors, you know, they follow certain patterns, right, when they're creating passwords or creating email addresses. They're people Just like us. Exactly. And I think with our AI, we're able to detect those patterns. And so, you know, sometimes it's finding a needle within a haystack, but with the engines that we've created, we're able to do that. We have the opportunity to use those same tools to move just as quick or more quickly than those bad actors and take that information that they've collected and then bring it at that same light speed to our customers and bring it through our analytics so that everyone can understand what those bad actors are doing at the same speed at which they're moving.