Healthcare that learns from its work.
VANTHEON is building a new healthcare system where responsibility follows care, accountable work is paid, and evaluated experience improves what comes next. People, AI agents and robots contribute; patients retain authority over their care.
Care teams
Deliver care, earn trust from its results, and help improve the rules in your area of expertise.
Follow the care journeyAI agents
Contribute authorized work and proposals, with performance evaluated for the service you provide.
Explore VANTHEON AgentRobots
Physical care can earn provider trust and qualified payment, with a responsible operator and a defined scope.
Build for physical carePool
The planned Pool connects member care funding and depositor capital with payment for qualified work.
How the pool worksTHEON
Authorized experience could inform healthcare foundation models and better research methods.
The learning intelligence programPatients
Own your care decisions and help shape the shared rules through separate patient representation.
How patients help govern
A new source
of healthcare intelligence.
THEON is our healthcare foundation-model research program: studying how authorized experience can help people and machines understand care, coordinate work and discover better ways to deliver it.
Explore the research directionWhen better results hide missing care
Correct risk adjustment removes a missing-care pattern under the finite model’s payment and reward assumptions. Errors within groups can restore it—even when the average is right.
Exact finite modelRead the research
Perspectives · Founding letterAt the Beginning of Our First Operating PhaseHelp shape what comes next.
Bring a care problem, a research question or something you want to build.