We build AI systems for enterprises. We source high-quality data from exceptional partners. Join our network of data suppliers.
We are building long-term relationships with the world's best data suppliers.
We work with enterprise clients who need continuous, high-quality data. Suppliers get access to real, funded demand.
We start with small samples and scale up. Suppliers who deliver quality get expanded volumes and ongoing contracts.
Three phases from initial sample to full-scale production. Each stage gates the next.
Initial submission to calibrate quality, format compliance, and difficulty level.
Full pilot engagement with systematic QA review and batch-level pass rate tracking.
Full-scale production based on pilot performance. Volume and pricing finalized per vendor.
Every dataset is evaluated against rigorous benchmarks before acceptance.
Every dataset must achieve at least pass@3 on our evaluation benchmarks. We prefer datasets scoring pass@8 or above.
Datasets must demonstrate genuine reasoning depth. Shortcuts, gaming, and superficial patterns are flagged and rejected.
Submissions are reviewed by domain experts to ensure quality and relevance.
Target difficulty range of 20-40% pass rate. No trivial tasks, no impossible ones. Meaningful reasoning depth required.