Auguria Security Knowledge Layer (SKL) by Auguria is an AI-powered security data processing and analysis platform. It combines advanced AI with human security expertise to convert complex security data into actionable insights. At its core is a vector database and embedding engine, powered by a unique security knowledge layer model and ontology derived from decades of security operations experience. The platform is designed to process and analyze large volumes of security event data, classifying, prioritizing, and enriching it to aid human analysts in SecOps and support AI LLM copilot initiatives.