The physical AI startup is trying to solve a key constraint faced by robotics and physical AI companies — limited availability of high-quality, real-world human data and systems that can train beyond controlled environments. Humyn Labs will use the fresh funds to expand its data collection operations across India, Southeast Asia, Latin America, and the Middle East.