Company
Kaelio Health is a clinical data company. Practicing physicians author net-new, uncontaminated cases and grade model trajectories, so labs get faithful evaluation and training signal for medical reasoning.
Today's medical benchmarks are static, contaminated, and increasingly graded by models that barely beat chance. That is a data problem. We solve it at the source: clinical access, consent, and real produce-and-grade work by physicians, not desk labeling of an existing corpus.
Scope, case count per specialty, action-space coverage, adjudicators per rubric, and inter-rater reliability targets are fixed up front in a pilot spec. We deliver in your formats, with documentation, and start with one free reference case so you can judge fidelity before committing.
Backed by Y Combinator · HIPAA-aware · Consent & ethics-approved · De-identified
Book a demo and we'll build one case end to end: the environment, the hidden ground-truth state, the grading rubric, and a graded model rollout, in your evaluation format, at no cost. Your team judges the fidelity first.