Expert Data Labeling
for Large Language ModelsAccelerate the development and evaluation of frontier AI with expert crafted data pipelines built
for precision, scale, and speed.
The Next Leap in AI Needs
More Specialized Data
Frontier models can no longer rely on generic data. They require nuanced, high signal feedback from domain experts data that reflects deep knowledge, structured reasoning, and evolving alignment goals.
Intelligence Begins with
Human Judgment
Every label is a choice. Every correction is a value.
We believe that the future of AI is shaped not just by scale, but by the quality of human feedback it learns from.
Built for Specialized,
High-Precision Data
Our platform and expert network are designed for the complexity of frontier
AI tasks where generalist workflows fall short, and precision matters most.
Specialized Data. Expertly
Delivered.
Quality
Multi-reviewer pipelines, adversarial challenge sets, and LLM-assisted QA ensure consistent, measurable excellence.
Specialization
A global expert network spanning 1,000+ domains, ready to tackle tasks that require deep knowledge and structured reasoning.
Diversity
We create signal-rich datasets through structured ontologies, templated generation, and failure-mode tracing—capturing the edge cases that matter.
Rapid Iteration
We work closely with your research team to refine guidelines, optimize feedback loops, and ship high-quality data at speed.