[ Human + AI for better models ]
High-fidelity data for
the real world
We power training, evaluation, and next-gen generative AI with elite US-based, context-aware human labelers paired with automation that scales quality.
book a demo
Private by default
NDAs available
500k+
US professionals
98%
College elite
Foundational Models
& Domain-Specific
Whether you're training Foundational Models or building for a specific domain, we can support your needs with US-based subject matter experts and context-aware workflows.
Media & News
Ads & Commerce
Robotics & AV
Social & UGC
Health
Gaming
Finance
Enterprise SaaS
Legal
Education
[ End-to-End Automation]
Automated
Talent Engine
Automated sourcing, vetting, matching, and interview scheduling for elite talent. 500K+ US professionals. Built to handle hiring spikes and sustained velocity.
01
Source
Targeted outreach by skills, background, and availability.
02
Vet
Multi-step screens, trial tasks, and policy calibration.
03
Match
Auto-match to roles, domains, and SLAs.
04
Schedule
Automated onboarding and shift.
Speed and Quality Without Compromise
Training AI models needs high quality human feedback to produce high quality output. Our US-based experts deliver rapid cycles of labeled data and evals so your models learn faster and safer.
Fast
turnaround
Human
Oversight
Model-ready
outputs
Tell us about
your use case.
Safeguards
External value system and human oversight keep models aligned with your policies. We measure what you care about, then train toward it.
Expertise + Speed
High quality outputs from subject matter experts with rapid turnaround. We handle hiring spikes and sustained velocity.
Automated Sourcing
Automated Sourcing, vetting, matching, and interview scheduling to assemble elite teams quickly. 500K+ US talent.