THE MISSION
Syngraph builds training data for the physical tasks AI can't do yet. We capture contact-rich human manipulation with physics-grade instrumentation and deliver verified episodes ready for policy training.
The world's most skilled hand work — surgical instrument finishing, precision assembly, textile manipulation — has never been captured at the fidelity robots need to learn from it. We're changing that.
THE APPROACH
EXPERT CAPTURE
Our capture workforce brings decades of precision manufacturing expertise — the exact skills humanoid robots are learning to replicate. Synchronized multi-modal recording captures what cameras alone miss.
PHYSICS VERIFICATION
Every episode passes a physics validation gate before delivery. Force ranges, joint limits, contact sequences — checked against physical constraints. Failures are quarantined, not shipped.
READY TO TRAIN
LeRobot v3 format. GR00T N1 compatible. Drop episodes directly into your training pipeline. No reformatting, no cleaning, no surprises.