The proposed AI DC Intelligent Incident Response Platform upgrades traditional data center monitoring to an “Autonomous Operations” system within a secure, air-gapped on-premise environment. It features a Dual-Path architecture that utilizes lightweight LLMs for real-time automated alerts (Fast Path) and high-performance LLMs with GraphRAG for deep root-cause analysis (Slow Path). By structuring fragmented manuals and comprehensively mapping infrastructure dependencies, this system significantly reduces recovery time (MTTR) and provides a highly scalable, cost-effective solution for hyper-scale AI data centers
With NotebookLM
Lechuck Park 