Log anomaly detection agent. Ingests structured logs, learns normal patterns, and surfaces anomalies before they become incidents.
Vigil ingests your structured logs and builds behavioral models of normal system operation. When patterns deviate — unusual error rates, new exception types, traffic shape changes, deployment-correlated anomalies — Vigil flags them with context-rich alerts. No rule writing required. It correlates anomalies across services to surface root causes, not just symptoms. Supports JSON logs, syslog, and custom formats. Integrates with ELK, Datadog, Grafana, and CloudWatch. Processes 100k log lines per second.