Maniformer closes Angel+ funding to scale physical-AI data services
Maniformer closed an Angel+ financing round worth several hundred million yuan to scale its one-stop physical-AI data service platform.

Evidence notes
- The round supports data services for embodied-AI developers facing shortages of high-quality training data.
- Maniformer works with robotics companies and AI research institutions on model-training data assets.
- The capital supports inspection, monitoring or infrastructure automation workflows as Maniformer moves toward broader commercial use.
Company context
Maniformer provides physical-AI data infrastructure for embodied-intelligence developers. Its service platform focuses on high-quality data assets for model training, with funding tied to scaling data services for robotics companies and AI research institutions.