Partner API
A partner-facing API for deterministic parsing, semantic grounding, and provenance-aware clinical outputs.
HealthFramework exposes a documented API surface for partners evaluating cleaner clinical data integration. The current implementation starts with labs, including deterministic parsing, semantic grounding, explicit transform logic, and response contracts that are designed to hold up under real technical review.
What exists now
Grounding and extract-ground workflows for clinical lab data, with documented request and response contracts and an inspectable parsing reference.
What partners can evaluate
Contract structure, provenance handling, transform transparency, and the quality of the resulting clinical outputs for downstream systems, AI reasoning, and agentic workflows.
How we engage
We use the API surface as part of technical diligence, then move into partnership and pilot conversations where integration context becomes concrete.
Technical review
The current partner-ready surface covers labs, with broader clinical object parsing coming next.