Overview
Maxinsights builds the data layer for physical AI. It collects real-world human activity to create robot-ready training data, handling collection, quality control, annotation, and curation with its own models. Its products include MaxLoop, which scores and corrects data collection as it happens, and MaxGlove, a sensor glove that captures tactile touch and force data. The company operates globally through a network of over 5,000 contractors and serves more than 30 customers, using an end-to-end pipeline from data capture to delivery. Compared with competitors, it combines hardware (MaxGlove) and software (MaxLoop and related models) to provide real-time data quality feedback and a scalable data-collection infrastructure across many countries. Its goal is to enable reliable, robot-ready datasets for physical AI applications by expanding its data collection and software/hardware capabilities worldwide.
Work here?Claim your company
Simplify's take
What believers are saying
- Peak XV led Maxinsights' $30 million seed round on October 22, 2026.
- The company reported 450,000 monthly footage hours and 2 million total hours.
- Yuguang Yuan projected $250 million annualized revenue run rate in November 2026.
What critics are saying
- Top three customers generated 30% of revenue, exposing Maxinsights to concentration shocks.
- Figure, Scale AI, and XDOF are racing to commoditize collection and labeling.
- If robots self-collect enough data, Maxinsights' core market collapses by 2027.
What makes Maxinsights unique
- Maxinsights owns both collection and quality control, compressing robotics-data feedback loops.
- MaxLoop cut review teams 90% and review costs 80% by October 2026.
- MaxGlove captures grip force and slip data with Genesis AI in 2026.
Help us improve and share your feedback! Did you find this helpful?