Phancy Group
Company Information
Headquarters
Beijing, China
Year Founded
2014
Industries
Enterprise Software, Cloud Computing, Financial Services, Automotive, Logistics, Education, Enterprise Technology
What Is Phancy?
Phancy Group is an artificial intelligence company developing a full-stack AI infrastructure and enterprise AI platform that connects computing resources, AI models, data, and business applications. Formerly known as Beijing Fourth Paradigm Technology, the company changed its English name to Phancy Group in 2026. Its current technology strategy centers on building what it calls an AI “Token Factory,” spanning GPU resource management, model deployment, machine learning platforms, and agentic AI applications for enterprises.
What Does Phancy Do?
Phancy provides infrastructure and software that organizations use to develop, deploy, operate, and scale artificial intelligence systems. Its platform covers multiple layers of the AI stack, from heterogeneous GPU compute management and virtualization to model adaptation, machine learning development, and enterprise AI agents.
Rather than requiring organizations to assemble separate products for compute management, models, and AI applications, Phancy provides technologies that can operate independently or together as an integrated AI environment. Enterprises can use its systems to manage computing resources, deploy different AI models, develop machine learning applications, build auditable agents, and connect AI capabilities with business workflows. The company’s operations currently center on AI platforms, APIs, and agentic AI services.
Phancy Technology
Phancy’s technology spans the AI infrastructure stack from GPU resources to enterprise AI agents. At the infrastructure layer, its HAMi technology provides GPU virtualization and heterogeneous compute scheduling, allowing AI workloads to share and manage GPU resources more efficiently. Its commercial Rise vGPU product extends these capabilities for enterprise environments.
At the model layer, ModelHub XC provides an ecosystem for deploying and adapting AI models across different computing architectures. Phancy says the system uses its EngineX technology for large-scale model adaptation.
The company’s Sage AIOS platform provides machine learning and AI development capabilities, while Phanthy Enterprise extends the stack into agentic AI development and deployment. Phanthy integrates technologies including PhanRouter and PhanClaw while providing enterprise controls for data security, resources, and auditing.
This architecture allows Phancy to connect heterogeneous hardware, model ecosystems, AI development environments, and intelligent applications within one technology stack. The platform is designed to remain compatible with different chips, models, and cloud environments rather than requiring customers to rely on a single underlying technology provider.
Why Phancy Matters
Phancy is relevant because it addresses a growing challenge created by the rapid expansion of generative and agentic AI: enterprises need infrastructure capable of efficiently connecting GPUs, models, data, development environments, and AI agents.
Its approach extends beyond providing a single AI model or application. Phancy is building across several layers of the AI stack, including GPU virtualization, compute scheduling, model management, machine learning platforms, APIs, and agentic applications.
This positions the company within the emerging market for full-stack enterprise AI infrastructure, where managing the cost and utilization of AI compute is becoming increasingly connected to model deployment and agent execution. Its model-neutral and hardware-compatible approach is also relevant as organizations seek flexibility across different AI models, chips, and cloud environments.
Phancy Products & Platforms
HAMi / Rise vGPU
HAMi is Phancy’s open-source technology for GPU virtualization and heterogeneous compute scheduling. It enables organizations to manage and allocate GPU resources across AI workloads rather than dedicating entire accelerators to individual applications. Rise vGPU is the commercial implementation of this technology for enterprise deployments.
ModelHub XC
ModelHub XC provides infrastructure for managing and adapting AI models across different computing environments. Powered by Phancy’s EngineX technology, the platform is designed to support large-scale model adaptation and deployment across heterogeneous hardware.
Sage AIOS
Sage AIOS is Phancy’s enterprise machine learning and AI development platform. It provides organizations with an environment for developing and operating AI applications while supporting different underlying computing architectures. The platform connects AI development with enterprise infrastructure and data rather than operating only as a standalone model service.
Phanthy Enterprise
Phanthy Enterprise provides enterprise capabilities for developing and operating AI agents and generative AI applications. It includes data security, resource management, auditing, and agent development capabilities and integrates PhanRouter and PhanClaw as part of Phancy’s broader agentic AI stack.
Phancy Applications
Phancy’s technology is designed for organizations deploying AI across operational and industry-specific workloads. Its infrastructure has applications in financial services, manufacturing, automotive, logistics, education, cloud computing, and enterprise IT, where organizations need to manage significant computing resources and deploy AI models at scale. HAMi, for example, has been adopted across cloud, internet, finance, automotive, logistics, and education environments.
At the application layer, Phancy’s machine learning and agentic AI technologies can support business decision-making, intelligent automation, data analysis, and AI-powered workflows. The company’s broader enterprise AI operations have also extended across retail, healthcare, energy, and other industries. The integrated platform allows organizations to move from AI infrastructure and model deployment to production AI applications within the same technology ecosystem.
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Frequently Asked Questions
What is Phancy's Token Factory?
Token Factory is Phancy’s framework for connecting computing infrastructure, AI models, and enterprise applications into an integrated AI production environment. The concept focuses on managing the resources required to generate and use AI tokens efficiently at enterprise scale.
What is HAMi?
HAMi is an open-source GPU virtualization and heterogeneous compute scheduling technology originating from Phancy. It enables organizations to manage and share GPU resources across AI workloads and has been accepted as a CNCF incubating project.
What is ModelHub XC?
ModelHub XC is Phancy’s model infrastructure platform for adapting and deploying AI models. It uses the company’s EngineX technology to support model adaptation across different computing environments.
What is Phanthy Enterprise?
Phanthy Enterprise is Phancy’s enterprise platform for developing and deploying generative and agentic AI applications. It provides security, resource management, auditing, model routing, and AI-agent capabilities.
Is Phancy the same company as Fourth Paradigm?
Yes. The company previously operated as Beijing Fourth Paradigm Technology Co., Ltd. Its English corporate name changed to Phancy Group Co., Ltd. in January 2026. Fourth Paradigm remains part of the company’s technology and enterprise AI ecosystem.
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