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    SKYXOPS | FinOps and AWS Cloud Cost Optimization Assessment

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    A structured FinOps assessment that identifies AWS savings opportunities, then delivers commitment strategies and optimization actions to free budget for AI and cloud innovation.

    Overview

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    SKYXOPS delivers a comprehensive FinOps and Cost Optimization Assessment designed to unlock budget trapped in inefficient AWS spend and redirect it toward innovation - new AI workloads, expanded cloud services, and accelerated product development.

    Why SKYXOPS

    SKYXOPS specializes in shift-left FinOps methodology, helping organizations prevent cost overruns before they occur rather than simply reporting on past spend. The SKYXOPS team applies a proven four-pillar framework - Prevent, Monitor, Optimize, and Govern - to every engagement, delivering deep expertise across AWS environments including compute, storage, Kubernetes, and AI/ML services.

    What the Assessment Covers

    Savings Opportunity Analysis: Rightsizing, storage optimization, Kubernetes efficiency (requests vs. actual usage), and AI/LLM cost breakdowns by model, all ranked by annualized value. For example, platform teams running large EKS clusters commonly discover over-provisioned CPU requests, while ML teams spending heavily on inference endpoints across multiple foundation models find consolidation opportunities they had not previously identified.

    Commitment Strategy Recommendation: A structured plan for Savings Plans and Reserved Instance coverage that locks in favorable pricing and frees up budget for new workload investment.

    Prevention Readiness Review: Evaluation of your CI/CD and IaC pipelines (Terraform, CloudFormation, Kubernetes/Helm) to determine where cost guardrails can price changes before they merge, routing approval to budget owners.

    Tag Compliance and Attribution Assessment: Analysis of tagging policy gaps before merge and after deploy, turning one consolidated bill into numbers each team owns through showback and chargeback.

    Anomaly Detection and Forecasting Setup: Recommendations for daily cost reconciliation with alerts delivered to Slack, Teams, or Jira.

    How It Works

    1. Discovery call to understand your AWS footprint, deployment tooling, and where cost questions originate.
    2. Read-only access connects SKYXOPS to your AWS Cost and Usage Report data and infrastructure metadata - your workload content and credentials never leave your cloud.
    3. SKYXOPS analyzes spend concentration, identifies savings opportunities, and models commitment scenarios.
    4. You receive a prioritized report with recommendations ranked by annualized value, a commitment strategy that structures pricing for growth, and a roadmap for embedding FinOps controls into your engineering workflow.

    Security and Data Handling

    SKYXOPS maintains read-only access to your infrastructure throughout the engagement. Your workload content and credentials never leave your AWS environment. All data in transit is encrypted, and recommendations flow through your normal change-management process - SKYXOPS never makes direct modifications to your infrastructure.

    Ideal For

    This assessment is designed for FinOps practitioners, Cloud Platform leads, and engineering leadership at organizations with meaningful AWS spend who want to convert optimization savings into funding for new AI experiments, additional cloud services, or faster feature delivery.

    Supported Environments

    • Cloud: AWS
    • IaC: Terraform, CloudFormation, Kubernetes/Helm
    • CI/CD: GitHub, GitLab
    • Deployment: SaaS (hosted by SKYXOPS) on AWS

    Highlights

    • Free up AWS budget for innovation - savings identified from rightsizing, storage optimization, Kubernetes efficiency (requests vs. actual usage), and AI/LLM cost breakdowns get reinvested into new workloads and services. The assessment ranks every opportunity by annualized value so your team can prioritize high-impact actions first and build an internal business case for each optimization.
    • Commitment strategy recommendation - a structured Savings Plans and Reserved Instance coverage plan that locks in favorable AWS pricing and funds growth. SKYXOPS models multiple commitment scenarios against your actual usage patterns, helping you balance flexibility with discount depth for both existing and planned workloads across compute, storage, and AI/ML services.
    • Shift-left FinOps methodology - cost decisions are surfaced before budget is committed via IaC cost projection and budget-aware approval routing in your CI/CD pipeline. SKYXOPS evaluates your Terraform, CloudFormation, and Kubernetes/Helm workflows to identify where guardrails can intercept expensive changes, routing approval to budget owners before merge.

    Details

    Delivery method

    Deployed on AWS
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    Pricing

    Custom pricing options

    Pricing is based on your specific requirements and eligibility. To get a custom quote for your needs, request a private offer.

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    Support

    Vendor support

    For engagement questions, contact support@skyxops.com