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为中小企业构建安全的 AI 基础设施

AI adoption is not just about using more powerful models. The real challenge is designing the right infrastructure around them.

Our vision is to make 企业-grade AI infrastructure accessible to SMEs through an architecture built around privacy, isolation, resilience, and operational control.

Each SME operates within its own dedicated VPS environment, running its AI 智能体, applications, and business 工作流 independently. These environments connect to our central AI layer exclusively through a private VPN, with no direct public exposure of the core model infrastructure.

The intelligence layer is built on trusted open-source foundations such as Qwen or DeepSeek, then further trained, adapted, and optimised for real-world SME 工作流.

Resilience is equally important. Each VPS can maintain scheduled snapshots and recovery points, enabling rapid rollback when an update fails, a configuration breaks, or an application encounters problems. The objective is simple: reduce downtime and minimise operational risk.

安全 is designed around isolation. If one customer environment is suspected of compromise, its VPN access can be revoked or isolated without disrupting the infrastructure serving other customers.

This creates a practical detached architecture: customer workloads remain separated, the core intelligence layer remains protected, and individual environments can be managed, upgraded, recovered, or isolated independently.

For SMEs, powerful AI should not require sacrificing security, privacy, or operational stability.

Powerful AI starts with secure, resilient infrastructure.

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