Hub
About
About Hub
Hub operates a distributed network for capturing human activity in real environments. Its collection equipment records egocentric RGB-D video, synchronised inertial data, six-degree-of-freedom visual-inertial pose and hand movement while contributors complete specified tasks. The company then enriches, annotates and quality-checks each session before converting it into formats including MCAP and LeRobot.
Robotics customers specify the task, environment, diversity requirements and output schema; Hub recruits and manages the participants. Hub reports access to more than 150,000 contributors and 730 collection sites across 150 countries. The resulting datasets can support world models, manipulation policies and evaluation by exposing systems to broader homes, workplaces, objects and human techniques than one robot laboratory can reproduce.
Team
- Armin Kiani - Founder and CEO - As founder and chief executive officer, he leads Hub's delivery of real-world training data for frontier AI laboratories and robotics companies.
- Tim Sprecher - Founder and COO - As founder and chief operating officer, he leads operations for Hub's real-world training-data delivery business.
Timeline
Events
- 2026-06-15 - Product Launch - Hub launches human-sourced training-data services for robotics and frontier AI
A global contributor network is matched to each customer’s specific data-collection brief. Hub collects the material directly so it can trace its provenance. Machine-learning and quality-assurance pipelines verify and enrich the resulting datasets.
Source
Context
Shared workflows
- Lightwheel
workflow adjacency - Robot Learning Data Collection
- LabyrinthAI
workflow adjacency - Robot Learning Data Collection
- Synthium
workflow adjacency - Robot Learning Data Collection
- Mind Robotics
workflow adjacency - Robot Learning Data Collection
- SenseGlove
workflow adjacency - Robot Learning Data Collection
- Vision Lab
workflow adjacency - Robot Learning Data Collection
- MANUS
workflow adjacency - Robot Learning Data Collection
- Trossen Robotics
workflow adjacency - Robot Learning Data Collection
- Rokoko
workflow adjacency - Robot Learning Data Collection
- StretchSense
workflow adjacency - Robot Learning Data Collection
- XDOF
workflow adjacency - Robot Learning Data Collection
- Maniformer
workflow adjacency - Robot Learning Data Collection
- Jiiov / 极豪科技
workflow adjacency - Robot Learning Data Collection
- Physen AI
workflow adjacency - Robot Learning Data Collection
- MiraiBit
workflow adjacency - Robot Learning Data Collection
- Algomatic Dynamics
workflow adjacency - Robot Learning Data Collection
- Wuwen Zhike
workflow adjacency - Robot Learning Data Collection
- TacnIQ.ai
workflow adjacency - Robot Learning Data Collection
- Realset AI
workflow adjacency - Robot Learning Data Collection
- Lingsheng Technology
workflow adjacency - Robot Learning Data Collection
- Noitom
workflow adjacency - Robot Learning Data Collection
- Noitom Robotics
workflow adjacency - Robot Learning Data Collection
- Xspark AI
workflow adjacency - Robot Learning Data Collection
- PHYMI
workflow adjacency - Robot Learning Data Collection
- Reward AI
workflow adjacency - Robot Learning Data Collection
- Yitai Embodied
workflow adjacency - Robot Learning Data Collection
- Moxian Technology
workflow adjacency - Robot Learning Data Collection
- Stouching Robotics / 视塔机器人
workflow adjacency - Robot Learning Data Collection
- Pimax
workflow adjacency - Robot Learning Data Collection
- AstrAlive
workflow adjacency - Robot Learning Data Collection
Context tags
- Robot learning data collection - Workflow - https://hub.xyz/ ; distributed task-directed human activity capture for robot-learning data.