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AINNA WebCLI is already built and in use as part of our AI 智能体 infrastructure.

背后 it sits NeuralOps — combining 智能路由, 分离式系统, specialised parsers and multi-model orchestration to decide when AI 是必需的, which model to use, and when a task should bypass the LLM entirely.

For routine 工作流, this architecture can reduce unnecessary token usage by up to 90%.

The moat is the architecture, workflow intelligence and execution efficiency behind the agent.

#AINNA #NeuralOps #AgentAI #AIInfrastructure #WebCLI #EnterpriseAI