Grafana Cloud AI & ML

Docs: https://grafana.com/docs/grafana-cloud/alerting-and-irm/machine-learning/

ML alerting + automated RCA + LLM-powered Assistant in one Grafana Cloud stack.

Prerequisites

• Grafana Cloud stack (Pro / Advanced — most features GA, some in preview)
• API token with plugins:write for ML / Sift / LLM-plugin endpoints
• For Dynamic Alerting: at least 14 days (ideally 90d) of history for the metric you want to forecast

Common Workflows

1. Forecasting alert with Dynamic Alerting