Make human data collection seamless. Build scalable pipelines with verified experts so your team can focus on innovation.

Managing human feedback at scale is hard. Our infrastructure makes it easy.
Forget fragmented workflows. Our infrastructure handles participant sourcing, quality checks, and delivery.
Verified experts and trained evaluators. Built-in QA ensures consistent, reliable data across projects.
Self-serve or managed services. Balance speed, cost, and quality based on your priorities.
From trained AI taskers to credentialed domain experts. Access the right people for every workstream.
Build data collection processes that grow with your needs. No infrastructure bottlenecks.
We manage the entire data pipeline—from annotator sourcing to quality control—so you can focus on building.
From requirements to delivery—streamlined data collection at scale
Tell us what data you need—annotations, evaluations, preference rankings, or domain expert feedback. We'll scope the project.

Access verified participants who match your requirements. AI taskers for volume, domain experts for specialized work.

Run multiple workstreams in parallel. Quality checks ensure consistency. Track progress in real-time.

Receive verified datasets ready for training and evaluation. Focus on building, not data operations.


Stop building data infrastructure from scratch. Get quality data with verified experts—fast.
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