Frontier evaluations and RL environments for AI Labs

The complete data engine for the world’s most ambitious AI

Human-in-the-loop data production

Our data platform manages execution at scale with performance tracking that measures velocity, error rates, cost per task, and quality in real time

Flow

Merit

Zara

Zara, our AI recruiter agent, sources and vets domain experts at high velocity, forming the human foundation that generates net-new expert data

Merit

Data pipeline performance dashboard to quantify expert data quality, velocity, and reliability

Flow

The environment where domain experts create, review, and deliver complex datasets across industries like healthcare, legal, finance, and more

Expert data and evaluation environments built with leading domain specialists across 100+ fields

Finance

Medical

Legal

Coding

STEM

VLM

Audio

Access to your model performance & pipeline health live