Grafana IRM

Overview

Grafana IRM (Incident Response & Management) is the on-call management and incident response solution within Grafana Cloud, designed to unify alerting, on-call scheduling, and incident workflows with the observability data that SREs need during incidents. Its tight integration with the Grafana observability stack — Loki for logs, Mimir for metrics, Tempo for traces, Pyroscope for profiling — means incident responders have immediate access to correlated signals without context switching.

Grafana Sift, the platform's AI diagnostic engine, automatically scans metrics and logs when an incident is declared, correlates data from multiple sources, and surfaces the probable root cause to reduce investigation time. Grafana has also integrated Anthropic Claude into the platform for AI-assisted incident investigation — enabling natural-language interaction with observability data during active incidents.

Key Features

• Grafana Sift: AI diagnostic assistant that auto-scans metrics and logs to surface root cause
• Claude AI Integration: Anthropic Claude integration for natural-language incident investigation
• Native Observability Integration: Tight coupling with Loki, Mimir, Tempo, and Pyroscope for correlated signals
• On-Call Management: Flexible on-call schedules, escalation policies, and rotation management
• Automated Alert Correlation: ML-based alert grouping and deduplication from the full Grafana stack
• Grafana Assistant: Agentic AI for prebuilt dashboards, intelligent alert filters, and automated workflows
• Incident Workflows: Structured incident management with automated status updates and postmortems
• MCP Integration: Machine learning and AI integration via model context protocol

Pricing Details

• Platform Fee: $19/month base
• Active Users: $20/active user/month
• Enterprise: Minimum $25,000/year commitment with advanced features and SLAs

Pros and Cons

Pros

• Native Grafana integration eliminates context switching during incident investigation
• Sift AI automated diagnostics significantly reduce time to root cause identification
• Claude AI integration brings conversational intelligence to incident response
• Transparent published pricing unlike most enterprise AIOps tools

Cons

• Full value requires investment in the broader Grafana Cloud observability stack
• Enterprise minimum commitment of $25,000/year may be a barrier for smaller teams
• Active user pricing can scale unexpectedly during major incident response

Who Should Use This Tool?

Grafana IRM is the natural choice for SRE and DevOps teams already using Grafana Cloud for observability. The tight integration with the Grafana stack provides immediate value for teams that want AI-powered incident response without adopting a separate AIOps platform. Organizations that have standardized on Grafana for observability will find IRM a seamless extension.

Final Verdict

Grafana IRM's combination of native observability integration, Sift AI diagnostics, and Claude integration makes it one of the most well-integrated AIOps solutions for Grafana users. The transparent pricing and familiar Grafana interface reduce adoption friction significantly. For teams in the Grafana ecosystem, it's the obvious first choice for AI-powered incident response.