Companies building AI SRE agents, organized by approach. Each description is the company’s own, lightly trimmed. Last reviewed October 2026.
- Ciroos - An AI SRE solution that delivers root cause clarity and SRE toil reduction in complex enterprise environments.
- Cleric - Follows every change after merge, verifies its effect under real production traffic, investigates failures, hands off fixes, and reverifies recovery.
- NeuBird - One governed center for every agent that touches production. Connects your telemetry and LLMs once and remembers every investigation.
- Resolve AI - Goes on-call on your behalf and autonomously resolves incidents.
- Traversal - The AI SRE that triages alerts, finds root cause, and resolves incidents.
- incident.io - Investigations is incident.io’s AI SRE product. It finds the root cause by connecting telemetry, code changes, and incident history.
- PagerDuty - PagerDuty AI Agents help operations teams do critical work faster.
- Rootly - Rootly’s AI SRE investigates alerts the moment they fire, surfaces probable root cause with confidence scores, and suggests fixes.
- Datadog - Bits Investigation is an AI SRE agent grounded in thousands of real-world incidents.
- Dynatrace - Dynatrace Intelligence fuses deterministic insights with agentic action for autonomous prevention, remediation, and optimization.
- Elastic - Elastic Agent Builder for Elastic Observability.
- Grafana Labs - Grafana Assistant Investigations explore metrics, logs, traces, and profiles, build hypotheses, and produce a report you can use during incident response.
- New Relic - New Relic SRE Agent uses AI-driven automation to detect issues, explain incidents, and guide remediation.
- Sentry - Seer is the AI debugger that uses Sentry context to flag breaking changes, automatically root cause issues in production, and fix what you missed.
- Splunk - AI troubleshooting agent and remediation plan to analyze root causes, test hypotheses, and resolve alerts.
Cloud provider agents
- AWS DevOps Agent - Your always-available teammate that accelerates and validates the deployment of code changes, then helps you keep your applications running across AWS, multicloud, and on-prem environments.
- Azure SRE Agent - Automate incident response and optimize cloud operations with Azure site reliability engineering agent.
- Google Cloud - Gemini Cloud Assist: AI assistance for managing applications across the lifecycle, including design, deployment, monitoring, and troubleshooting.
Coding agents extending into production
- Cognition - Wire PagerDuty or Datadog alerts to Devin for automatic incident investigation with root-cause analysis.
- Cursor - PagerDuty incident investigation: investigate incidents using Datadog and code context.
Open-source projects
- HolmesGPT - SRE Agent. CNCF Sandbox Project.
- K8sGPT - An AI-powered tool that helps diagnose and fix Kubernetes issues.
General-purpose agents (DIY)
- The site reliability agent - Claude Cookbook: build an incident response agent with read-write MCP tools for diagnosis, remediation, and post-mortem documentation.
For background on the category, see What is AI SRE?