Can you speak to that?

Yeah.

Yeah, the two most common questions that I feel like we see online or when I do, you know, some of these C courses around AI is one, is it going to replace my job? Which hopefully we've talked a little bit about that already, at least how I view it.

I think it's a supplement or it lets people go further.

And question number two is exactly what you're asking.

Are my patients going to hate it? So something that we see that's really interesting is we get to see a bunch of different implementations of AI.

So one of the things we've done with Annie is that since she's this coworker, this digital employee versus just being an AI receptionist is, you know, kind of core to that idea is we let offices customize their AI employee.

You have these numbers now of like, hey, if we have, if we deploy AI to get patients rescheduled or if we deploy AI to answer these calls and schedule them, can you share with us some numbers of what you're seeing relative to an average human? I think AI is doing better now.