Abundance — The Intelligence Layer for Physical AI

Proprietary hardware extracts 3D hand and head pose with millimeter accuracy from human demonstrations.

Structured representations of human behavior from egocentric data streams. A foundation for learning from real-world experience.

Run policies in simulation with accurate contact physics. Measure success rate and model improvement per checkpoint.

A growing library of ground-truth trajectories from real human demonstrations across all sectors of physical work.

abundance is meantto be shared