Verikris connects frontier AI labs and life-sciences teams to a worldwide network of English-trained, licensed physicians — and ships every dataset with a measured reliability score. Independent. Auditable. Clinical-grade.
Built to the bar regulated buyers demand
The same four-stage pipeline runs under every deliverable, whether we evaluate your model's clinical outputs or build a dataset from the ground up.
Multiple credentialed physicians assess each case blind to one another — removing the single-annotator bias that generalist crowds bake in.
Verified gold-standard cases are injected continuously to score each physician's reliability on the exact task at hand.
Each deliverable ships with quantified agreement and error metrics — a number your team — and your regulators — can audit.
Expert evals, RLHF, and clinical-reasoning data from licensed physicians — delivered fast, scored for reliability, from a partner independent of any model builder.
Annotation and evaluation for real-world evidence, pharmacovigilance, and clinical records — with the provenance, audit trail, and de-identification regulated work requires.
Blind consensus and ground-truth calibration turn expert judgment into a number you can audit — the metric incumbents don't publish.
A managed worldwide network of English-trained, licensed physicians — clinical depth at a fraction of incumbent cost.
Independent of every model builder. Your unreleased data never passes through a competitor's pipeline.
Regulated buyers ask one question first: Can I prove this data is sound? Verikris is built to answer it — reliability methodology, data residency, and compliance posture documented and open to audit.
Trust & Compliance →Not brokers who found a trend. A team that has run licensed platforms, safeguarded patient data across borders, and built the machinery that makes expert data trustworthy.
About the team →Built Migraine Buddy into a health-data company acquired by NYSE-listed Aptar.
CEO of Jumia Egypt; CGO of the Arab world's largest digital-health platform.
Co-founded a central-bank-licensed remittance network serving 15 million people.
Bring a clinical evaluation or a dataset you can't yet trust. We'll show you the reliability score — and how we arrive at it.
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