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what we capture

Expert & skilled-labor data

Physicians, attorneys, and domain specialists reviewing, rating, and verifying — the rubric-grade human judgment that evals, RLHF, and red-teaming run on. Available today.

what you get

captured to spec, audited, and delivered to your schema.

Credential-checked specialists

Physicians, attorneys, and domain experts — vetted and verified before they rate a thing.

Rubric-grade judgment

Structured ratings and verification against your rubric, not crowd guesses.

Built for evals & RLHF

The human-judgment layer that model evals, RLHF, and red-teaming depend on.

Where it's used: Model evaluations, RLHF, safety and red-teaming, domain-specific QA.

get started

tell us what your models are missing.

We'll scope a capture program and show you sample data — usually within a week.