Humanintelligence,engineeredforAI.
Expert reasoning and real-world action — the pristine data that trains, aligns, and evaluates the world's most capable models.
// your fit: unmeasured — one 20-min interview scores you for all 102 roles orbiting here. catch one →
// the ? is your fit — unmeasured until your interview. One interview fills in every ring.
// the delivered view · 6 task families · full fisheye · ArUco-tracked · Kav-Lab
The action layer.
Operators collect real-world manipulation and video with our rigs — every angle, every motion — delivered as robot-ready LeRobot / GR00T datasets for embodied-AI labs.
- UMI rigs + egocentric capture
- On-device QA + anti-fraud gates
- LeRobot / GR00T-ready, ego to exo
// one interview, reused everywhere
The frictionless loop.
Apply once
Upload a résumé — PDF or Word. We parse and structure it in seconds.
One AI interview
A single role-specific interview, reused across every role you apply to.
Matched & paid
Ranked by real fit, one-tap apply, invoiced and paid weekly.
// every kind of data frontier AI needs
Post-training data, par none.
Coding
Private repos & agentic traces for SWE training and evals.
Multimodal
Audio, video, and document intelligence for post-training.
Reasoning / RLHF
Expert preference and evaluation data across domains.
Physical intelligence
Real-world manipulation and video — robot-ready.
Model alignment
Instruction-following and safety across foundations.
Domain-specific
STEM, finance, medicine — built by deep SMEs.
// the capture spec, grounded in robot-learning research
7
capture modes, one format
2.7K
60fps multi-view capture
6-DoF
tracked action labels
LeRobot
GR00T-ready delivery