# Kubex: AI Driven Resource Optimization for Kubernetes, GPUs \& AI Workloads

> Kubex leverages AI\-driven analytics to help enterprises reduce costs, enhance efficiency \& ensure stability in complex, dynamic environments\.

Generated by Yoast SEO v28.7, this is an llms.txt file, meant for consumption by LLMs.

## Pages
- [About](https://kubex.ai/about/)
- [Careers](https://kubex.ai/company/careers/)
- [Customers](https://kubex.ai/customers/)
- [Kubex Talks Podcast](https://kubex.ai/kubex-talks-podcast/)
- [Kubex Live Demo Sessions](https://kubex.ai/kubex-live-demo-sessions/)

## Posts
- [ScaleOps Alternative: Evaluation Across Six Dimensions](https://kubex.ai/blog/scaleops-alternative/)
- [Cast AI Alternative: Evaluation Across Six Dimensions](https://kubex.ai/blog/cast-ai-alternative/)
- [Is VPA "Good Enough"? How Kubex Delivers Enterprise\-Ready Workload Optimization](https://kubex.ai/blog/kubernetes-workload-rightsizing/)
- [Kubex Talks, Building an Agentic Future: AI and Optimization with Sachin Gharge](https://kubex.ai/blog/kubex-talks-building-an-agentic-future-ai-and-optimization-with-sachin-gharge/)
- [Where can I find a platform that continuously optimizes Kubernetes bin packing?](https://kubex.ai/blog/where-can-i-find-a-platform-that-continuously-optimizes-kubernetes-bin-packing/)

## Resources
- [architecture\-itsm\-controlled\-optimization\-cloud](https://kubex.ai/resources/architecture-itsm-controlled-optimization-cloud/)
- [Sharing GPUs Without Flying Blind: Kubernetes Patterns for AI Inference](https://kubex.ai/resources/sharing-gpus/)
- [video\-finops\-terraform](https://kubex.ai/resources/finops-terraform/)
- [video\-itsm\-controlled\-optimization](https://kubex.ai/resources/itsm-controlled-optimization/)
- [video\-k8s\-resource\-risks](https://kubex.ai/resources/k8s-resource-risks/)

## Press Releases
- [Kubex Launches KAI Scheduler Integration to Automate GPU Sharing for AI Inference](https://kubex.ai/company/news/releases/kubex-launches-kai-scheduler-integration-to-automate-gpu-sharing-for-ai-inference/)
- [Shadow\-Soft \& Densify Partner to Bring Cloud Resource Management \& Automation to Enterprise Hybrid Environments](https://kubex.ai/company/news/releases/cloud-resource-management-enterprise-hybrid-environments/)
- [Survey Reveals Cloud Application Availability, Security \& Cost As the Highest Priorities](https://kubex.ai/company/news/releases/app-availability-cost-highest-cloud-priorities/)
- [Survey Indicates Fast Container Adoption is Driving Google Cloud Usage \& Public Cloud Overspend](https://kubex.ai/company/news/releases/survey-indicates-container-adoption-public-cloud-overspend/)
- [Densify, The First Cloud Optimization Engine that Dramatically Reduces Enterprise Cloud Computing Costs](https://kubex.ai/company/news/releases/20180308-cloe-cloud-optimization-engine-dramatically-reduces-enterprise-cloud-computing-costs/)

## Customer Stories
- [FactSet builds an agentic FinOps engine with Kubex MCP](https://kubex.ai/customer-story/factset-builds-an-agentic-finops-engine-with-kubex-mcp/)
- [Global media and entertainment leader cuts $1\.2M in Kubernetes waste with Kubex](https://kubex.ai/customer-story/global-media-and-entertainment-leader-cuts-1-2m-in-kubernetes-waste-with-kubex/)
- [Global pharmaceutical leader captures $585K in Kubernetes savings in two weeks of automated rightsizing with Kubex](https://kubex.ai/customer-story/global-pharmaceutical-leader-captures-585k-in-kubernetes-savings-in-two-weeks-of-automated-rightsizing-with-kubex/)
- [Global enterprise software leader saves $140K a year by optimizing their first Kubernetes cluster with Kubex](https://kubex.ai/customer-story/global-enterprise-software-leader-saves-140k-a-year-by-optimizing-their-first-kubernetes-cluster-with-kubex/)
- [Global enterprise software leader uses Kubex AI agent and MCP to run cost, risk, and root cause analysis on demand](https://kubex.ai/customer-story/global-enterprise-software-leader-uses-kubex-ai-agent-and-mcp-to-run-cost-risk-and-root-cause-analysis-on-demand/)

## Guides
- [TC – K8s Tools 08 – Kubespray](https://kubex.ai/kubernetes-tools/kubespray/)
- [OT – OpenShiftTutorial 07 – Article – Rancher vs Openshift](https://kubex.ai/openshift-tutorial/rancher-vs-openshift/)
- [TC – K8s Capacity – 01 – VPA](https://kubex.ai/kubernetes-autoscaling/kubernetes-vpa/)
- [OT – OpenShiftTutorial 00 – Pillar Page – Intro](https://kubex.ai/openshift-tutorial/)
- [OT – OpenShiftTutorial 01 – Article – OpenShift Architecture](https://kubex.ai/openshift-tutorial/openshift-architecture/)

## Optional
- [Sitemap index](https://kubex.ai/sitemap_index.xml)