Komodor is an autonomous AI SRE platform for Kubernetes. Powered by Klaudia, it’s an agentic AI solution for visualizing, troubleshooting and optimizing cloud-native infrastructure, allowing enterprises to operate Kubernetes at scale.
Proactively detect & remediate issues in your clusters & workloads.
Easily operate & manage K8s clusters at scale.
Reduce costs without compromising on performance.
Guides, blogs, webinars & tools to help you troubleshoot and scale Kubernetes.
Tips, trends, and lessons from the field.
Practical guides for real-world K8s ops.
How it works, how to run it, and how not to break it.
Short, clear articles on Kubernetes concepts, best practices, and troubleshooting.
Infra stories from teams like yours, brief, honest, and right to the point.
Product-focused clips showing Komodor in action, from drift detection to add‑on support.
Live demos, real use cases, and expert Q&A, all up-to-date.
The missing UI for Helm – a simplified way of working with Helm.
Visualize Crossplane resources and speed up troubleshooting.
Validate, clean & secure your K8s YAMLs.
Navigate the community-driven K8s ecosystem map.
Who we are, and our promise for the future of K8s.
Have a question for us? Write us.
Come aboard the K8s ship – we’re hiring!
Here’s what they’re saying about Komodor in the news.
Join the Komodor partner program and accelerate growth.
Komodor AI SRE vs. Other AI SRE Tools
AI-driven SRE tools are flooding the market. Some help pinpoint root causes, others promise faster fixes, but few deliver the full platform enterprises need. This page is geared to help you understand how Komodor compares to AI SRE tools like Traversal, Resolve.ai, Plural, Ciroos, and others.
Other AI SRE tools feature root cause detection, and integration with Slack. But, most are still early in their enterprise journey, or lack the cloud-native depth needed for real-world production problems.
Komodor is the only platform that unifies accurate AI-powered troubleshooting, automated remediation, cost optimization, and full visibility into a comprehensive enterprise-proven solution.
Komodor stands alone in unifying automated detection, investigation, and remediation with built-in cost optimization. This means swift diagnosis and resolution comes hand in hand with smarter resource use, dramatically reducing MTTR for real savings in downtime and cloud spend.
Many newer tools are good at the root cause analysis part of troubleshooting—but fall short when cost optimization, visibility, automated remediation, or guardrails need to be baked in.
Is the AI generating suggestions or automated remediation based on black box agents? It’s hard to trust analyses and recommendations if there’s no supporting evidence available.
For multi-cluster, multi-cloud, multi-team, consider a platform built from the ground up to address the needs of cloud-native enterprises.
You want suggestions for cost optimization tailored to your unique environment, with continuous monitoring that actively saves you money by reducing downtime.
Some tools make exciting promises, but real-world reliability and support are everything when it comes to production. Look for one that has several years of experience under its belt, alongside expert knowledge and production-proven reliability.
For large scale production environments – an AI SRE has to go beyond just simple RCA. It needs to provide a full platform from detection and RCA to automated remediation, governance, and optimization. Transparent evidence correlated with context lets engineers see why incidents happen and why the AI fix will help. Enterprises choose Komodor because it goes beyond root cause to full lifecycle coverage
The most significant cost reduction comes from prevention and performance. By delivering 75% reduction in troubleshooting time and a 60% drop in SRE escalations, Komodor dramatically reduces operational spend by reducing downtime and incident management duration. Add to the elimination of unnecessary over-provisioning and the cost savings in both OPEX and CAPEX are huge.
Komodor is intuitive and collaborative. It’s designed for SREs, developers, data engineers, and platform teams to solve issues together. The impact is immediate because it doesn’t require setup and training. Most other tools focus on lean SRE workflows.
See why Dev & Platform teams love Komodor on G2
Mid-Market
Komodor is the only platform that provides a contextual understanding of everything running in your clusters; from workloads and native resources to critical add-ons like service meshes and autoscalers. Battle-tested and purpose-built for demanding large scale enterprise environments.
Powered by Klaudia Agentic AI, Komodor rapidly resolves the most challenging cloud native headaches – from failed containers and cascading errors to faulty add-ons, CRDs, and workload breakdowns. Klaudia’s hundreds of specialized agents, trained on thousands of production environments, have been field-proven to deliver 95% accuracy across real-world incidents.
Gain instant visibility into your clusters and resolve issues faster.
