White-glove human data engine for frontier AI Labs

End to end post-training data across every highly complex modality, powered by domain experts, reinforced with hyper quality using micro1's data platform

Model performance collapses when human expertise is mismanaged.

Without the right platform to channel human brilliance into training data, knowledge scatters into rework, delays, and waste.

When talent and data aren’t rigorously managed, quality erodes and breakthroughs never materialize.

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

micro1’s white-glove process

Defining scope

We evaluate and refine human data pipelines alongside client teams, with micro1 researchers applying deep experience across domains to define scope, iterate fast, and set the project up for success.

Expert recruiting, vetting, and training

Our AI recruitment engine identifies world-class talent at extreme speed and scale. 130,000+ deeply vetted candidates across 100+ domains and 60+ languages, trained and ready to onboard.

Human-in-the-loop production using our data platform

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

Bulletproof, multi-layered QA

From domain experts validating accuracy, to managers enforcing structure and consistency, to final oversight from human data leads, our layered review process guarantees datasets that are accurate, consistent, and model-ready.