Human-in-the-loop labeling, live review and data capture.
Teleoperation software, 24/7 robot operators and teleop data for labs.
First-person data collection across factories and labs in Latin America.
YC W26. Sends capture kits to businesses and people to collect human movement data for humanoids.
Indian gig platform running large-scale egocentric video capture for robot training.
Browser-based teleoperation and crowd-sourced demos for physical AI data.
Collects first-person video of factory work and publishes the Egocentric-10K open dataset.
Sells training data for physical AI, including egocentric and demonstration datasets.
Licenses egocentric datasets of real tasks; teleop, annotation and evals from a global contributor network.
Large-scale real-world robot and human data for embodied AI.
YC S26. Custom egocentric video and action-conditioned data from 300k+ contributors.
YC S26. Ships stereo ego rigs to local operators who run data collection businesses.
Captures in-the-wild egocentric spatial data across 1,000+ factory and commercial sites, including expert surgery.
Sells raw and annotated real-world egocentric robotics training data.
Post-training layer for physical AI: finds failure states and generates targeted demonstrations.
Workplace egocentric video and robot skill datasets for physical AI.
Gesto Data gives robotics labs real-world manipulation data at scale from skilled workers in Latin American workplaces.
Wearable rigs (headsets, tactile gloves, mocap suits) record people doing everyday tasks, mostly via gig workers in India.
Egocentric capture, teleoperation and annotation for physical AI.
Turns raw robot episodes into densely annotated subtasks with failure spans.
Turns human video into structured data for robotics.
Rights-cleared data marketplace and custom contributor collection, including egocentric video subsets for robot training.
Egocentric data vendor: annotated video, hand tracking, motion capture and tactile data.
Captures human motion with body sensors and phones; sells the EgoVerse dataset, plus evaluation and deployment support.
Expert data company that also pays businesses for approved hours of recorded physical work.
Expert-demonstrated robotics data for frontier robotics labs, alongside its broader AI training data services.
Contributor marketplace paying people per approved hour of egocentric video.
Egocentric human-action data captured with proprietary rigs and a factory network.
Curated tactile and dexterous manipulation data captured with proprietary hardware.
Industrial and residential egocentric video, 3D scans and multimodal capture.
Real-world egocentric data infrastructure.
YC S24. Connects robotics companies to a network of human operators recording demos.
Data services company running egocentric video collection and annotation projects.
YC W26. Licenses close-up video of expert physical work (electrical, surgical, carpentry) alongside other multimodal data.
Dense robotics-data annotation and failure detection.
Multimodal data lab that sources, filters and annotates video and other real-world data into training-ready datasets for frontier AI labs, including robotics and physical AI.
Licensing marketplace for rights-cleared real-world video and other data sourced from content owners, including manipulation footage.
Data collection and labeling shop that runs egocentric capture projects for physical AI.
YC X25. Annotated ego video from 2,000+ partner factories in 27 countries for industrial AI.
Teleoperation and wearable-sensor robot data collection; released the ABC-130K bimanual manipulation dataset with UC Berkeley.
AI data services firm with a Physical AI product line sourced from its contributor network.
Annotation vendor that also records head-mounted task footage in India for robotics clients.
Physical AI data engine: teleoperated and egocentric collection, data factories, and multimodal annotation for robotics labs.
Managed crowd data provider expanding into distributed physical AI data collection.
SimReady asset library, EgoSuite egocentric data and RoboFinals simulation-based evaluation of VLA models.
Closed egocentric video dataset plus Matrix, a cloud simulation platform; emerged from stealth September 2026.
Optical motion-capture studio selling human motion datasets for humanoids, including the open BONES-SEED set.
Bimanual robot data operations, the Loop demonstration-to-policy platform, and the CFG-1 manipulation model.
Sells the Alia360 360-degree depth camera and runs custom robot data capture programs.
Shift records industrial work as training data; Atlas post-trains models and deploys robots on factory floors.