WoolyAI is an innovative AI infrastructure management technology that, through its core product WoolyStack, decouples CUDA execution from the GPU, thereby breaking the limitations of traditional GPU resource management. This technology allows users to run Pytorch applications on CPU infrastructure and dynamically allocate computing tasks to remote GPU resources through the Wooly runtime library. This architecture not only improves resource utilization and reduces costs but also enhances privacy and security. It primarily targets enterprises and developers who require efficient GPU resource management, especially in cloud computing and AI development scenarios.