# AI SRE Landscape

Companies building AI SRE agents, organized by approach. Each description is the company's own, lightly trimmed. Last reviewed October 2026.

## Independent AI SRE platforms

- [**Ciroos**](https://ciroos.ai) - An AI SRE solution that delivers root cause clarity and SRE toil reduction in complex enterprise environments.
- [**Cleric**](https://cleric.ai) - Follows every change after merge, verifies its effect under real production traffic, investigates failures, hands off fixes, and reverifies recovery.
- [**NeuBird**](https://neubird.ai) - One governed center for every agent that touches production. Connects your telemetry and LLMs once and remembers every investigation.
- [**Resolve AI**](https://resolve.ai) - Goes on-call on your behalf and autonomously resolves incidents.
- [**Traversal**](https://www.traversal.com) - The AI SRE that triages alerts, finds root cause, and resolves incidents.

## Incident management platforms with AI

- [**incident.io**](https://incident.io/solution/ai-sre) - Investigations is incident.io's AI SRE product. It finds the root cause by connecting telemetry, code changes, and incident history.
- [**PagerDuty**](https://www.pagerduty.com/platform/ai-agents/) - PagerDuty AI Agents help operations teams do critical work faster.
- [**Rootly**](https://rootly.com/ai-sre) - Rootly's AI SRE investigates alerts the moment they fire, surfaces probable root cause with confidence scores, and suggests fixes.

## Observability platforms with AI

- [**Datadog**](https://www.datadoghq.com/product/ai/bits-investigation/) - Bits Investigation is an AI SRE agent grounded in thousands of real-world incidents.
- [**Dynatrace**](https://www.dynatrace.com/platform/artificial-intelligence/) - Dynatrace Intelligence fuses deterministic insights with agentic action for autonomous prevention, remediation, and optimization.
- [**Elastic**](https://www.elastic.co/docs/solutions/observability/ai/agent-builder-observability) - Elastic Agent Builder for Elastic Observability.
- [**Grafana Labs**](https://grafana.com/docs/grafana-cloud/platform/grafana-assistant/platform/investigation/) - Grafana Assistant Investigations explore metrics, logs, traces, and profiles, build hypotheses, and produce a report you can use during incident response.
- [**New Relic**](https://newrelic.com/platform/sre-agent) - New Relic SRE Agent uses AI-driven automation to detect issues, explain incidents, and guide remediation.
- [**Sentry**](https://sentry.io/product/seer/) - 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**](https://help.splunk.com/en/splunk-observability-cloud/create-alerts-detectors-and-service-level-objectives/create-alerts-and-detectors/ai-troubleshooting-agent-and-remediation-plan) - AI troubleshooting agent and remediation plan to analyze root causes, test hypotheses, and resolve alerts.

## Cloud provider agents

- [**AWS DevOps Agent**](https://aws.amazon.com/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**](https://azure.microsoft.com/en-us/products/sre-agent) - Automate incident response and optimize cloud operations with Azure site reliability engineering agent.
- [**Google Cloud**](https://cloud.google.com/products/gemini/cloud-assist) - Gemini Cloud Assist: AI assistance for managing applications across the lifecycle, including design, deployment, monitoring, and troubleshooting.

## Coding agents extending into production

- [**Cognition**](https://docs.devin.ai/use-cases/gallery/api-datadog-alert-investigation) - Wire PagerDuty or Datadog alerts to Devin for automatic incident investigation with root-cause analysis.
- [**Cursor**](https://cursor.com/workflows/autonomous-agents/pagerduty-incident-investigation) - PagerDuty incident investigation: investigate incidents using Datadog and code context.

## Open-source projects

- [**HolmesGPT**](https://github.com/HolmesGPT/holmesgpt) - SRE Agent. CNCF Sandbox Project.
- [**K8sGPT**](https://k8sgpt.ai) - An AI-powered tool that helps diagnose and fix Kubernetes issues.

## General-purpose agents (DIY)

- [**The site reliability agent**](https://platform.claude.com/cookbook/claude-agent-sdk-03-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?](https://aisre.com/what-is-ai-sre.md)