We partner with healthcare innovators to train frontier AI models. Our community is building the future of healthcare - safer, less biased, and more accessible to everyone.
Anesthesiology Critical Care Medicine & Emergency Medicine
MPH, 2nd Year MD Candidate
Obstetrics & Gynecology , Reproductive Endocrinology & Infertility
Internal Medicine Hospitalist
7th yr MD/PhD Candidate, Pharmacology and Regenerative Medicine
4th yr MD Candidate, D1 Football, Biomedical Engineer
Our medical professionals range from physician specialists with decades of experience to medical students from all walks of life.
Every expert is trained & assessed on the foundations of AI & annotation, along with custom training for each project.
We have HIPAA, SOC2, FDA, BAA-ready infrastructure & training, PHI de-identification protocols, and role-based access controls designed for compliance.
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Folio provides full-service labeling assistance from talent sourcing, ID & certification verification, skill assessments, training, matching and payments.
Generate preference pairs that reflect real clinical reasoning. Our experts evaluate response quality based on clinical accuracy, safety, and adherence to standard of care in real care settings—not just fluency.
Transform complex clinical protocols into structured evaluation criteria your models can learn from. We convert unstructured clinical knowledge into measurable verification tasks.
Models fail in surprisingly human ways: a triage suggestion that downplays red‑flag symptoms, or a draft note that quietly invents an allergy. We work with med students, nurses, residents, and other clinicians‑in‑training to probe for these failure modes, map them into patterns, and give your teams concrete targets for hardening guardrails before they touch patients or staff.
Modern clinical data spans formats: progress notes reference imaging findings, waveforms explain treatment changes, pathology images inform diagnoses. We annotate text, images, audio, video and signals together—the way clinicians actually integrate information.
