Meiyang constructs a closed-loop physical AI path: turning the human body into a computable real world
AIMIRA by Wanmeijing builds a closed product loop of "Perception-Understanding-Decision-Making-Execution-Feedback" to address the core proposition of physical AI
When AI steps out of the screen, the rules of the game are completely changed: the real human body has spatial structure, tissue state and continuous temporal changes; if software outputs a wrong sentence, it can be regenerated, but if a machine makes a wrong movement, the result may be irreversible. The difficulty of physical AI has never been a larger model, but the long chain of "Perception-Modeling-Decision-Making-Execution-Validation-Re-learning". Guangzhou Meiyang Innovative Technology (Calilia International Group / AIMIRA by Wanmeijing) has turned this chain into a product system: FAITH serves as the perception entry, the "Nuwa" real human body world model is responsible for modeling and understanding, medical-grade intelligent hardware and embodied devices perform execution, and effects and long-term changes flow back to the system.
Dr. Jiang Yuzhen, founder of Meiyang, said: "Nuwa is not a 'human foundation model' that can answer everything, but a set of multimodal real-world models centered on the real human body, with both spatial structure and temporal dimensions. Digital humans solve the problem of 'how to present a person', while we solve the problem of 'how to enable machines to continuously understand what changes are happening to this real person'."
Starting from 3DGS: Pursue not only photorealistic rendering, but also precise measurement
Nuwa is not a digital human: starting from 3D Gaussian Splatting, it builds a human world model that can "measure accurately". 3D Gaussian Splatting (3DGS) takes into account both appearance performance and rendering efficiency, but "photorealistic rendering" does not equal "accurate measurement". Meiyang adopts a hybrid technical route that combines Gaussian representation, point cloud and 3D mesh: the Gaussian layer retains a highly realistic appearance, calibrated geometry provides measurement interfaces, and time series tracks changes of the same individual. The team's 3D data base has accumulated about 26.59 million multi-view high-definition human body images, and some modeling processes only take 5 to 20 seconds, demonstrating a sustainably deliverable 3D asset production capacity.
A fine 3D surface alone is still not enough to fully understand the human body: a depression may correspond to soft tissue volume, and the risk of an injection path depends on subcutaneous blood vessel distribution. In addition to 2D and 3D vision, multi-spectral skin information, Meiyang further explores non-invasive perception technologies such as ultrasound soft tissue and blood vessel detection, photothermal and diffusion waves, to establish a "personal long-term dynamic digital file" — where images, status and treatment information at different time points are jointly aligned and accumulate value over time. The boundaries of medical scenarios are clear: new modalities must go through full verification, and clinical capabilities are applied strictly in accordance with the registered scope, without replacing existing standard diagnostic methods.
Perception - Decision Making - Execution: FAITH and medical-grade hardware: Connect Nuwa to real service scenarios
The commercial challenge of physical AI is that models require massive real data, data comes from large-scale deployment, and deployment requires paying customers. Meiyang's solution is to promote service delivery and model construction in the same scenario: centered on head, face and body rejuvenation services, the closed loop of "Assessment - Solution - Execution - Result - Reassessment" supports both commercial delivery and technology accumulation at the same time. On the execution side, the ASP-1M hardware device obtained the Class III Medical Device Registration Certificate from the National Medical Products Administration in July 2026, providing a solid hardware foundation for subsequent AI assistance and automated execution.
The revenue path starts with hardware, consumables and services, extends to model and intelligent agent subscriptions, and expands technology reuse through third-party device access and technical licensing. FAITH has completed full productization, and the intelligent transformation of existing devices has obtained partial paid verification. The core priority of the next stage is to build a stable recurring revenue system.
From understanding the human body, to understanding devices and the physical world
Guangzhou Meiyang Innovative Technology Co., Ltd. is promoting the construction of physical AI infrastructure with the human body as the core entry point. The company has established a joint physical AI laboratory with South China University of Technology to conduct research on machine forgetting, edge intelligence and privacy protection, gathering interdisciplinary scientific research forces including academicians Chen Junlong, Wang Yingjun, and Andreas Mandelis. With FAITH multimodal perception and the "Nuwa" real human body world model, Meiyang connects intelligent decision-making, embodied execution and result feedback seamlessly.
This also points to Meiyang's long-term ambition: to build a foundational base of real-world models as a core national strategic asset. From understanding a real individual to understanding a continuously operating industrial device, Meiyang is always accumulating the same core capability: to make machine judgments based on real-world evidence, and make all physical actions verifiable for actual results.