Real-World Data Infrastructure for Robotics & AI
We collect, process, and deliver large-scale egocentric video datasets, commercial workflow recordings, and human demonstration data for Robotics, Embodied AI, Computer Vision, and LLM model training companies.
Egocentric collection
First-person recordings using wearable camera systems for hand-movement and manipulation capture.
Commercial workflows
Real-world logistics, factory operations, repair services, and farm workflows at industrial scale.
Processing & delivery
Filtering, timestamping, compliance review, metadata, and structured cloud delivery for training.
Real recordings from active programs
Egocentric capture across logistics, food service, automotive repair, and retail — shipped with metadata, timestamps, and compliance review.
Industries we support
Our data infrastructure powers the next generation of embodied intelligence across diverse commercial sectors.
Robotics
Manipulation policies, mobile platforms, and dexterous control models.
Embodied AI
World models trained on first-person, real-environment data streams.
Humanoid AI
Whole-body coordination data for bipedal and humanoid systems.
Computer Vision
Annotated egocentric video for detection, tracking, and segmentation.
Automation
Workflow capture for warehouse, factory, and field automation programs.
LLM Infrastructure
Multimodal grounding data for vision-language and action models.
Built like infrastructure, not a service
Scalable workforce
Trained network of 1000+ participants across multiple regions and industry verticals, ready for rapid program expansion.
Commercial access
Pre-negotiated access to factories, warehouses, repair shops, kitchens, and retail environments.
QA workflows
Multi-stage validation for hand visibility, manipulation quality, privacy, and metadata integrity.
Fast deployment
Recording programs spin up within days, not quarters — built for iterative model development.
Let’s build your dataset pipeline
Partner with our team to secure high-fidelity, real-world data at scale for the next generation of robotics and embodied AI models.