The human intelligence engine for AGI

We vet human intelligence, curate world-class teams, and forge their expertise into the highest-quality AI training data.

Model performance collapses when human expertise is mismanaged.

Without the right platform, quality erodes and breakthroughs never materialize.

Every breakthrough in AI is a story of human ingenuity.

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

Human intelligence

The micro1 recruitment engine sources and vets human intelligence at massive scale to rapidly identify true subject-matter experts.

Data platform

Our platform forges intelligence into structured, high quality training data that is reliable, reproducible, and reinforced through rigorous evaluations to accelerate AI development.

Talent ops and performance

Every dataset is deeply stress-tested. Integrated performance tracking and data operations enforce quality at every stage, ensuring outputs remain accurate, consistent, and model-ready at scale.

End-to-end human data across every complex modality

Human brilliance is more important than ever