Grafana Labs has integrated AI support into its observability platform and panel, offering practical improvements to the observability experience.
Whether Grafana is surging ahead of the observability vendor pack or not depends on how one measures the different vendors’ offerings.
Providers currently hold diverging philosophies on how best to use AI for observability. DataDog’s AI is very much dependent and built on Model Context Protocol (MCP) agents. Kloudfuse’s AI functionality is largely in support of data lake observability.

![[CITYPNG.COM]White Google Play PlayStore Logo – 1500×1500](https://startupnews.fyi/wp-content/uploads/2025/08/CITYPNG.COMWhite-Google-Play-PlayStore-Logo-1500x1500-1-630x630.png)