DataFunSummit

Jul 31, 2026 · Operations

Why Observability Agents Still Can’t Confirm Root Causes Despite Wider Connectors

Grafana Assistant now queries over 30 data sources, expanding incident clues across monitoring, databases, and ticket systems, but cross‑source access only improves correlation; without unified entity mapping, time alignment, and evidence verification, engineers cannot reliably prove a root cause.