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

Behind it sits NeuralOps — combining Smart Routing, Detached Systems, specialised parsers and multi-model orchestration to decide when AI is needed, which model to use, and when a task should bypass the LLM entirely.

For routine workflows, 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