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AI Anomaly Detection

AI Anomaly Detection — autonomous resolution, in your city.

Definition

AI anomaly detection uses statistical baselines and machine learning to identify deviations from normal infrastructure behavior. Modern systems score signals above 3σ as anomalous and trigger a remediation pipeline, not just an alert.

SentienGuard's anomaly detection scores deviations across metrics, logs, and Kubernetes events in 1-3 seconds. High-signal anomalies trigger autonomous remediation immediately.