Abstract: A system for enhancing security in networked environments through the aggregation, transformation, and dissemination of security incident data. The system collects data from various sources, including human threat intelligence and machine-readable logs, and transforms this data into a machine-executable data structure. The system stores the transformed data in a threat intelligence data store, making the threat intelligence data store accessible via application programming interface (API) calls. The system includes components that implement large language models (LLMs) to generate security incident summaries and visualizations tailored to specific user roles.