High-quality real-world data for Physical AI, World Models, and Embodied AI.
Specializing in Ego4D multi-camera video data collection — bridging the last mile between simulation and reality.
Shoe Factory Sewing
Factory Packing
Car Wash
Milk Tea Preparation
We believe the best AI models deserve the best real-world data
AllBuddys is dedicated to providing high-quality real-world data services for Physical AI, World Models, and Embodied AI companies.
Our core business is Ego4D multi-camera video data collection — synchronously capturing human behavior, manipulation, and interaction in real-world environments from multiple perspectives, delivering the critical training data embodied AI models need to understand the physical world.
Collected from the real world, enabling intelligence to return to the real world. From real, back to real.
Full-stack data services from collection to delivery
Synchronized multi-perspective capture of human behavior and manipulation in real-world scenarios. High-quality egocentric and third-person view data for embodied AI model training.
Multi-dimensional annotation services including action segmentation, object labeling, and scene understanding. Rigorous data cleaning ensures quality and consistency of every frame.
Tailored collection scenarios, camera setups, data formats, and annotation specs based on your model training requirements. Data delivered ready for your training pipeline.
Real project footage · EGO first-person + EXO multi-camera sync
Explore more collection scenes →Sewing machine operations · 4-camera sync · Two-handed precision work
Cleanroom packing operations · 4-camera sync · Fine hand manipulation
Full vehicle wash workflow · 4-camera sync · Tool handling & mobility
Beverage preparation station · 4-camera sync · Multi-step tasks in tight space
Everything you need to know about our services
Ego4D is a video data collection paradigm centered on first-person (egocentric) perspectives, supplemented by multi-camera setups. It synchronously captures the operator's subjective viewpoint and multi-angle footage of the surrounding environment, providing embodied AI models with complete data to understand human behavior and physical world interactions. Our collection services cover desktop manipulation, full-body motion, multi-person collaboration, and environmental interaction scenarios.
Our services primarily serve three types of organizations: 1) Companies developing embodied AI/humanoid robots that need real-world manipulation data for model training; 2) Teams building World Models that require multi-perspective video data to understand physical dynamics; 3) Physical AI research institutions needing high-quality datasets to align simulation with reality.
Our standard workflow includes: Requirements consultation (define scenarios, action types, data formats) → Solution design (camera placement, environment setup) → On-site collection (synchronized multi-camera recording) → Data cleaning (denoising, alignment, quality checks) → Annotation processing (action segmentation, object labeling, etc.) → Delivery and acceptance. Fully customizable to ensure data is immediately usable.
We support multiple delivery formats: MP4/AVI video, ROS bag, HDF5, custom binary formats, and more. Standard project timeline is 2-4 weeks depending on collection scale and annotation complexity. Rush projects can be accommodated. All data includes detailed metadata documentation with timestamp synchronization, camera parameters, and scene descriptions.
We place the highest priority on data quality and privacy protection, with rigorous quality control and management processes in full compliance with applicable laws and regulations. Please contact us to learn more about our specific measures.