Grafana Labs introduced a suite of AI-focused tools at the ObservabilityCON 2026 conference. The new offerings include Assistant Watchers, which monitor AI workloads to detect anomalies, and Grafana Cloud Agents, designed to help remediate issues by preparing fixes for human review.
The company is integrating AI session data into its standard telemetry signals, such as logs and metrics. Additionally, a new feature called Pages allows teams to create custom visualizations of AI workloads for deeper analysis.
To address cloud operational costs, Grafana is utilizing technology from its acquisition of Logline to improve query performance in Grafana Cloud Logs. The company also launched an Adaptive Logs Archive to help users store data in object storage at lower costs.
The platform now includes a Knowledge Graph to link infrastructure and application dependencies with user experiences. This is supported by new Mobile Observability and Session Replay tools, providing a unified view across both traditional and AI-driven workloads.
