AEGIS is an AI-enhanced intrusion detection system designed to analyze network traffic, identify suspicious or malicious activity, and classify attacks into meaningful categories. The system uses machine learning models to detect threats quickly and an LLM-based guidance component to provide clear, human readable recommendations for responding to detected incidents. The goal of AEGIS is to make network defense faster, more scalable, and easier for users to understand.