What’s unique about how R1 uses AI in RCM?

What's different about our approach to building AI centric solutions is really the way we're approaching building it with the combination of dedicated deep revenue cycle expertise in the form of operators combined with a platform that is AI native and R1 technologists who are experts experts in healthcare data and healthcare software development. We have the data, we have the know how and we have the technology to solve these problems. With a partner like R1 who can put a flexible tech stack that lays over their EMRs, interfaces with them, allows their EMRs to continue to be the source of truth on data, that basic capability that our tech stack enjoys today as this evolves to a native AI platform, that same premise will live in that we can become that provider for them. We have developed r thirty seven, a dedicated group that is really going to try to unlock AI's capabilities. We're also going to be embedding operations with our product engineering teams to really, on a full time basis, build the right thing. We're gonna be more holistic around it. Because r one already serves the end to end process, we are able to actually understand how to apply AI throughout the revenue cycle, not just at one at one point. And with AI, we can utilize structured and unstructured data, which unlocks so much potential and creates a level of efficiency we just haven't seen before in this space. It's an unlock for additional revenue that maybe before was too complex or too labor intensive for us to get to. And so that's a real differentiator for us with our customers and the patients and providers that work within their ecosystem that allow us to perform better and serve the customer better.