AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure

The AI-Native Network Controller (AI-NNC) is an open-source modular framework designed to facilitate AI-driven control across multi-domain network infrastructures for future 6G systems. It features a protocol-agnostic architecture with lightweight Python adapters for device integration and domain-specific control applications, enabling safe and coordinated agentic control while supporting dataset collection and AI experimentation. This framework addresses the limitations of existing domain-specific network controllers, offering a safer paradigm for autonomous network management by validating control logic before application to network equipment.