Komodor | Simplify cluster management and troubleshooting to unlock the full value of K8s, and drive innovation at scale.
  • Platform
    Komodor | Kubernetes Calculator ReportBack
    • AUTONOMOUS AI SRE
      • Overview: Visualize > Troubleshoot > Optimize

        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.

        learn more
        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.
      • Klaudia Agentic AI Technology
      • Enterprise Readiness and Scale
      • Pricing
    • Platform Capabilities
      • Visualization and Insights

        Proactively detect & remediate issues in your clusters & workloads.

        Proactively detect & remediate issues in your clusters & workloads.
      • Troubleshooting

        Easily operate & manage K8s clusters at scale.

        Easily operate & manage K8s clusters at scale.
      • Continuous Reliability

        Proactively prevent issues before they occur.

        Proactively prevent issues before they occur.
      • Cost and Performance Optimization

        Reduce costs without compromising on performance.

        Reduce costs without compromising on performance.
  • Solutions
    Komodor | Kubernetes Calculator ReportBack
    • By Initiative
      • Developer Empowerment
      • Reduce MTTR
      • AI/ML Workloads on Kubernetes
      • K8s IDP Integration
      • Kubernetes Migration
    • Kubernetes Operations
      • Kubernetes Health and Reliability Management
      • Kubernetes Cost Optimization
      • Kubernetes Operations and user Management
      • Kubernetes on Edge
      • Cluster Fleet Management
      • Kubernetes Drift Management
  • Customers
  • Resources
    Komodor | Kubernetes Calculator ReportBack
    • Read
      • Resources Center

        Guides, blogs, webinars & tools to help you troubleshoot and scale Kubernetes.

        Learn More
        Guides, blogs, webinars & tools to help you troubleshoot and scale Kubernetes.
      • Blog

        Tips, trends, and lessons from the field.

        Tips, trends, and lessons from the field.
      • eBooks

        Practical guides for real-world K8s ops.

        Practical guides for real-world K8s ops.
      • Documentation

        How it works, how to run it, and how not to break it.

        How it works, how to run it, and how not to break it.
      • Learning Center

        Short, clear articles on Kubernetes concepts, best practices, and troubleshooting.

        Short, clear articles on Kubernetes concepts, best practices, and troubleshooting.
    • Listen & Watch
      • Podcast

        Infra stories from teams like yours, brief, honest, and right to the point.

        Infra stories from teams like yours, brief, honest, and right to the point.
      • Videos

        Product-focused clips showing Komodor in action, from drift detection to add‑on support.

        Product-focused clips showing Komodor in action, from drift detection to add‑on support.
      • Webinars

        Live demos, real use cases, and expert Q&A, all up-to-date.

        Live demos, real use cases, and expert Q&A, all up-to-date.
    • Open Source
      • Helm Dashboard

        The missing UI for Helm – a simplified way of working with Helm.

        The missing UI for Helm – a simplified way of working with Helm.
      • Komoplane

        Visualize Crossplane resources and speed up troubleshooting.

        Visualize Crossplane resources and speed up troubleshooting.
      • Validkube

        Validate, clean & secure your K8s YAMLs.

        Validate, clean & secure your K8s YAMLs.
      • K8s Ecosystem Map

        Navigate the community-driven K8s ecosystem map.

        Navigate the community-driven K8s ecosystem map.
    • Komodor | AI SRE Summit 2026
  • Company
    Komodor | Kubernetes Calculator ReportBack
    • Company
      • About Komodor

        Who we are, and our promise for the future of cloud-native.

        Who we are, and our promise for the future of cloud-native.
      • Contact Us

        Have a question for us? Write us.

        Have a question for us? Write us.
      • Join the Team

        Come aboard the K8s ship – we’re hiring!

        Come aboard the K8s ship – we’re hiring!
      • Upcoming Events & Webinars

        Discover our events, webinars and other ways to connect.

        Discover our events, webinars and other ways to connect.
      • Newsroom

        Here’s what they’re saying about Komodor in the news.

        Here’s what they’re saying about Komodor in the news.
      • Become a Partner

        Join the Komodor partner program and accelerate growth.

        Join the Komodor partner program and accelerate growth.
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Your Kubernetes optimization report

Generated for [email protected]

Optimization summary

Financial impact by optimization area

Optimization area Issue detected Impact Severity Action required

Underlying mechanisms

Recommended execution plan

    Turn this estimate into production-safe Kubernetes savings

    Komodor helps engineering teams reduce Kubernetes waste using real workload behavior, performance context, and automation guardrails.

    • Identify over-provisioned workloads and right-size CPU and memory based on real usage, not static thresholds.
    • Improve bin-packing, scheduling efficiency, and autoscaler outcomes without risking performance or uptime.
    • Track Kubernetes spend by cluster, team, environment, and workload so savings can be prioritized and measured.
    Book a meeting
    Komodor | Kubernetes Calculator Report
    • Platform
      • Platform Overview
      • Klaudia Agentic AI Technology
      • Visualize
      • Optimize
      • Troubleshooting
      • Enterprise and Security Readiness
      • Pricing
    • Solutions
      • column
        • Developer Empowerment
        • Kubernetes Migration
        • Reduce MTTR
        • AI/ML Workloads on Kubernetes
        • K8s IDP Integration
      • column
        • Kubernetes Health & Reliability Management
        • Kubernetes Cost Optimization
        • Kubernetes Operations & User Management
        • Kubernetes on Edge
        • Cluster Fleet Management
        • K8s Drift Management
    • Learn
      • Resource Library
      • Blog
      • K8s4Humans Podcast
      • Learning Center
    • Product Resources
      • Documentation
      • Support
      • Changelog
      • Komodor API
    • Community
      • Helm Dashboard (OSS)
      • Komoplane (OSS)
      • ValidKube (OSS)
      • K8s Ecosystem Map
    • Komodor
      • Customers
      • About Us
      • Newsroom
      • Join the Team
      • Contact Us
      • Become a Komodor Partner
    Trusted, Enterprise-Level Security to Protect Your Data
    Komodor’s agent doesn’t transfer any PII or sensitive data, and allows you to control which data is uploaded.
    Komodor | Kubernetes Calculator Report
    • Privacy Policy
    • Terms of Use
    ©2026 Komodor Automation Ltd. All rights reserved. Komodor™ is a trademark of Komodor Automation Ltd.
    Komodor | Kubernetes Calculator Report
    Komodor | Kubernetes Calculator Report

    Get started with Komodor

    Gain instant visibility into your clusters and resolve issues faster.

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    Komodor | Kubernetes Calculator Report

    Get started with Komodor

    Gain instant visibility into your clusters and resolve issues faster.

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