Graylog SIEM is a security information and event management platform that provides log management, threat detection, and IT operations capabilities. The platform includes AI-powered features for security operations, automated investigations, and threat detection. The system offers centralized log collection and analysis from multiple sources including servers, applications, and audit logs. It provides real-time monitoring with alerting capabilities and customizable dashboards for data visualization. Graylog includes built-in pipeline management for log routing and data tier management. The platform supports data archiving with preview capabilities and selective restoration without requiring full data ingestion. This architecture allows organizations to store log data long-term while managing storage costs. The platform offers API security monitoring to track API abuse and security threats. Detection capabilities include risk scoring and investigation tools for security incidents. Deployment options include cloud-hosted, self-hosted cloud, and on-premises installations. The platform maintains consistent functionality across all deployment models. Graylog provides compliance management features and supports security operations workflows. The system includes data management capabilities for routing logs across different storage tiers and platforms without additional licensing requirements for data movement or archival access.