Maniformer delivers 20,000th MEgo after passing one million data hours
Maniformer produced and delivered its 20,000th MEgo-series data-collection system after passing one million hours of real-world Physical AI data.

Evidence notes
- The milestone unit was delivered to JD.com for deployment in real operating environments.
- The data estate spans more than one million hours across over 10,000 environments, 50,000 object categories and 500 tasks.
- A new data partnership with Tencent Robotics X supports embodied-model development.
Company context
Maniformer provides physical-AI data collection, governance and evaluation infrastructure for embodied-intelligence teams. Its MEgo hardware captures human interaction without a robot body, while MEgo Engine handles reconstruction, multimodal annotation, quality assessment and dataset iteration.