Physicians annotate your clinical datasets with expert reasoning. You get training-ready data for supervised learning.
Most clinical researchers limit themselves to structured data — not because it's sufficient, but because unstructured data requires manual review they can't afford. The few who do annotate build ad-hoc workflows from scratch for every study.
Clinician time is scarce. There is no standard annotation process. And the supervised learning models that could transform clinical research sit idle without the labeled data they need.
No existing platform solves this. Fabrica is the first dedicated infrastructure for physician-led clinical data annotation.
Researchers upload raw clinical datasets or connect directly to cloud databases on AWS and GCP — patient records, imaging data, lab results — through a secure portal.
Physicians across our hospital network add labels, diagnostic reasoning, and structured clinical decisions to each record.
Receive verified, structured datasets ready for supervised learning, model evaluation, and research publication.
We're onboarding a small group of research teams for our initial pilot. Leave your email and we'll reach out.
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