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What is STAX?

Stax transforms your organization's operational capabilities through the automation of AWS, fostering an environment for sustainable business growth. By delivering a robust and secure platform for cloud management governance, your engineering team can focus entirely on achieving the primary objectives of your enterprise. With Stax's enterprise-grade infrastructure at your disposal, you can begin deploying applications in a matter of weeks. Additionally, the adaptable pay-as-you-go pricing model removes the burden of substantial initial expenditures, providing you with a scalable solution that evolves in tandem with your business needs. Enhance operational efficiency by reducing the time spent managing cloud infrastructure. Utilizing pre-built patterns, proactive safeguards, and valuable insights into cost, risk, and compliance allows you to optimize cloud operations effectively. This empowers your engineers to develop applications that contribute significant value to your organization, fostering innovation and ensuring long-term success in an ever-changing market landscape. Ultimately, Stax not only streamlines processes but also positions your enterprise for future growth and adaptability.

What is Kubex?

Kubex is an agentic Kubernetes and AI infrastructure optimization platform that automates resource allocation, workload scaling, and cloud cost management across complex computing environments. The software combines deterministic machine learning, predictive workload analysis, and policy-controlled automation to optimize infrastructure without requiring continuous manual intervention. Its resource optimization engine analyzes historical utilization patterns to determine appropriate CPU and memory requests and limits for individual containers. Automated rightsizing helps reduce overprovisioning while accounting for peak demand, memory exhaustion risks, CPU throttling, and application reliability requirements. Kubex also optimizes Kubernetes node selection and cluster capacity by identifying suitable instance types, consolidating workloads, and coordinating infrastructure provisioning through tools such as Karpenter and Cluster Autoscaler. Its bin packing capabilities improve pod placement and node utilization while respecting affinity rules, topology constraints, and disruption budgets. Horizontal Pod Autoscaler optimization coordinates replica counts and utilization targets with container rightsizing to improve application scaling efficiency. For AI and machine learning workloads, Kubex supports GPU fractioning through time-slicing, NVIDIA MIG, and MPS, allowing multiple models to share accelerator resources efficiently. Additional inference optimization capabilities include KV cache sizing, memory utilization analysis, and continuous vLLM configuration tuning to improve throughput and reduce GPU infrastructure costs. The Kubex AI Agent provides natural language infrastructure analysis, scheduled optimization tasks, reusable agent skills, and Model Context Protocol integrations with tools such as Claude, Cursor, and ChatGPT. Its automation engine supports read-only assessments, human approval workflows, configurable policies, in-place resource adjustments, etc.

Media

Media

Integrations Supported

Amazon Web Services (AWS)
BillingPlatform
Google Workspace
Quickwork

Integrations Supported

Amazon Web Services (AWS)
AWS Marketplace
Docker
Google Cloud Platform
IBM Cloud
Kubernetes
Microsoft Azure
Red Hat OpenShift
VMware Cloud

API Availability

API Availability

Pricing Information

Pricing not provided

Pricing Information

Pricing not provided
Free Trial Offered?

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Standard Support
Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Online Training

Company Facts

Organization Name

Stax-WMS

Date Founded

2016

Company Location

Australia

Company Website

www.stax.io

Company Facts

Organization Name

Kubex

Date Founded

1999

Company Location

Canada

Company Website

kubex.ai/

Categories and Features

Cloud Management

Billing & Provisioning
Capacity Analytics
Cost Management
Demand Monitoring

Categories and Features

Cloud Cost Management

Not specified

Cloud Management

Not specified

Cloud Migration

Not specified

FinOps

Not specified

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