I mean, how should people be thinking about quality of data?

Yeah, and I think that's one of the things that Brad was also mentioning is about what can we do with AI in addition to what we're doing? So a lot of people are probably familiar with the border row agency issues a bond, they send a CVS file to the carrier.

Well, now you can actually add those documents to that.

It would be two years ago, you wouldn't have been able to parse that data.

So now you can see that bond amount, not only in that record data that's coming in from the CSV, but you can validate that it's coming from the execution report as well, along with the bond amount and et cetera.

So you can provide more validation with AI that didn't exist a few months ago.

Wow, wow.

They typically haven't had to engage at that level.