Auguria is a cybersecurity company that has developed a platform it calls a "Security Knowledge Layer," designed to sit between traditional SIEMs, data lakes, and AI-driven tools such as copilots and AI assistants. The platform acts as a connective middleware layer that ingests security data from sources like XDR and processes it using AI before it reaches conventional analysis pipelines. The core technical approach centers on intelligent, schema-free data curation: rather than relying on rule-based logic or threat intelligence feeds, the platform uses AI to automatically understand and reduce large volumes of security log and event data to more manageable sizes. This pre-processing step is intended to address the data overload challenge faced by security operations (SecOps) teams, where the cost and complexity of ingesting and analyzing high volumes of logs in legacy SIEMs has become unsustainable. Auguria positions its platform as the industry's first SIEM built from the ground up for AI, rather than retrofitting AI onto existing legacy architectures. The platform is designed to surface relevant signals from security data at scale without requiring predefined schemas or manual rule configuration. The company targets enterprise security operations teams and is led by CEO Jessvin Thomas and Co-Founder/CTO Chris Coulter, who brings twenty years of experience in incident response and forensics. Auguria is backed by SYN Ventures and has an advisory board composed of security practitioners and AI specialists.