Your Crowd Workers Can't Tell When Your Model Is Wrong

Generic annotators miss domain-specific errors. Our evaluators are licensed physicians, practicing attorneys, and senior engineers who catch what crowd workers can't.

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The Expert Advantage

Side-by-side results: expert evaluators vs. traditional crowd annotation.

37%
Fewer Hallucinations

Medical AI hallucinated drug interactions dropped 37% after switching from crowd labels to physician evaluators.

4x
Faster Iteration

Engineering evaluators found critical failure modes in one sprint that took crowd workers three months.

92%
First-Pass Agreement

Legal evaluators hit 92% inter-rater reliability on first pass. Crowd workers averaged 64%.

What You Get

Pre-Vetted, Credentialed Experts

Licensed, certified, and verified. We check credentials before they touch your data — not after something goes wrong.

Matched in 1–3 Days

Tell us the domain, volume, and timeline. We pull from our active network and get evaluators working within the week.

Built-In Quality Controls

Automated consistency checks, peer review by senior evaluators, and inter-rater reliability tracking on every batch.

By the Numbers

500+
Active Evaluators
6
Expert Domains
50K+
Evaluations Delivered
98%
Quality Score

Common Questions

Most companies are matched with evaluators within 1–3 business days. Evaluations typically begin the same week you submit requirements.
Engineering, medical, legal, manufacturing, finance, and science. If you need a domain we don't list, ask — we're adding new specialties based on demand.
Every evaluation goes through automated consistency checks, peer review by senior evaluators, and statistical analysis of inter-rater reliability. We catch problems before they reach your pipeline.
Yes. Our network handles elastic demand. Go from 50 evaluations a week to 5,000 without a quality drop or a new contract.
Pricing depends on domain complexity, volume, and turnaround time. Schedule a demo and we'll give you a custom quote — no generic pricing tiers.

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