Robot data startup Neocambrian hits 2mm TCP tracking error in a 300-person Indian factory
AashaySachdeva · x · 2026-10-02
Neocambrian reports its in-house SLAM stack now achieves a median TCP tracking error of 2mm across its latest data collection activities — described as the new SOTA.
Key points:
- The capture took place inside a real 300-person manufacturing site in Delhi, India, not a lab
- The team argues that if human activity is to become massive-scale training data for robots, capture must work outside the lab, in real industrial and commercial environments
- 2mm-level tracking suggests motion-capture quality is approaching what fine manipulation demonstrations require
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