Healthcare that learns from its work.
VANTHEON is building the foundations of a new healthcare system: shared rules connecting care, evidence, funding and learning across people, AI agents and robots. Patients retain authority over their care.
Learn
Use authorized experience to propose better care, models and research methods.
Verify
Check work, results and authority. Let evidence inform provider trust and better rules.
Settle
Turn recognized work into obligations, accountable payment and eligible value shared with participants.
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 a proposed family of healthcare foundation models. Its multi-agent research program investigates better models and better research methods, including recursive self-improvement under independent evaluation.
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 PhaseOwn your care.
Bring your experience, research or ideas to the system we’re building.