Time series

AI-powered anomaly detection for business and operational metrics with automated root-cause insights.

Machine learning anomaly detection in the Elastic Stack for metrics, logs, and time-series data.

Managed ML features in Grafana Cloud for detecting anomalies and improving alerting on metrics.

Open-source anomaly detection plugin for time-series data in OpenSearch with alerting integration.

Open-source Python library for time-series intelligence with strong anomaly detection and forecasting modules.