PPIO primarily offers distributed cloud computing services, with core offerings including AI compute services (such as model APIs, GPU cloud instances, and the Agent sandbox) and edge computing services, aiming to provide enterprises with cost-effective, flexible compute infrastructure.
Its model API services support multiple mainstream models, including large language models such as DeepSeek, KIMI, MiniMax, GLM, as well as image/video generation models like MiniMax and Qwen, and are compatible with the OpenAI API standard.
PPIO GPU services offer pay-as-you-go and subscription options. It also provides Spot preemptible instances, with prices possibly as low as 50% of standard pricing, suitable for interruptible compute tasks.
The Agent Sandbox provides a secure isolated cloud runtime for AI agents, with millisecond startup and support for high concurrency. It is compatible with E2B interfaces and can run multi-language code, perform file operations, and simulate Web interactions.
By integrating global compute resources via a distributed network, offering flexible pricing models (like Spot instances), and combining hardware selection with inference optimization techniques, to help customers optimize compute costs.
Edge computing services are suitable for latency-sensitive scenarios, such as transcoding and distribution for on-demand and live video, cloud rendering, and other applications that require computing closer to users.
PPIO provides LLM Playground and one-click deployment images for mainstream frameworks, enabling developers to easily test, call, and compare different large language models and generative AI models.
According to public information, PPIO offers private deployment solutions for enterprises, through a 'dedicated GPU cluster plus fully managed' model, to help enterprises build autonomous AI deployment platforms.

Langdock AI is an enterprise-grade AI application platform designed to help organizations securely and flexibly scale the deployment and usage of AI technologies. The platform offers a unified chat interface, agent building, workflow automation, and API integration, supporting connections to multiple leading AI models and existing enterprise tools to boost knowledge management and operational efficiency.
PPIO AI Cloud provides cost-effective distributed AI compute power and model API services. By integrating global computing resources, it helps enterprises quickly deploy and run AI applications, significantly reducing inference costs.