Customer Stories

    Real Results from Finomics Customers

    Discover how engineering and finance teams eliminate waste, enforce AI governance, and maximize cloud ROI.

    The AI Pricing Wild West100x Budget Risk

    Why Your Next Copilot Bill Could Be 100x What You Budgeted

    Your AI vendor’s pricing page says one thing. Your invoice says another. Welcome to the era of consumption-based AI billing — where a single model selection can swing your monthly cost by two orders of magnitude.

    62% Waste Reduction
    45% Cost Saved
    Zero Latency Impact
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    Copilot Studio Governance12x Cost Surge Risk

    The Hidden Cost Mechanics of Microsoft Copilot Studio at Enterprise Scale

    Why your quarterly AI budget disappeared in 10 days — and the governance layer Microsoft didn't ship.

    12x Cost Surge Risk
    10-Day Budget Burn
    Tenant-Wide Tracking
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    M365 License GovernanceSaaS Waste Optimization

    Microsoft 365 License Governance and Cost Optimization

    Reducing SaaS waste, improving license hygiene, and turning Microsoft 365 visibility into action—across licenses, storage, and AI adoption.

    98.42 TB Storage Used
    0.3% Active Files Ratio
    30-Day Active Tracking
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    AWS Cost GovernancePrecision Cost Attribution

    Why Resource-Level Cost Visibility Is the Missing Layer in Your Cloud Financial Strategy

    How engineering teams are closing the granularity gap between what native AWS tools show and what FinOps actually demands—and why platforms like Finomics are becoming essential infrastructure.

    100% Resource Attribution
    Same-Day Decommissioning
    $3,800 Saved/Anomaly
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    Cursor Cost GovernanceAI Tool Spend Control

    Why Cursor's Billing Model Demands a New FinOps Playbook

    How hybrid seat-plus-token pricing is blindsiding engineering organizations—and how Finomics delivers the cost governance layer that native dashboards can't.

    Seat-plus-Token Auditing
    ROI Value Attribution
    Zero Overage Surprises
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    Google Gemini GovernanceGemini Spend Governance

    Why Enterprise AI Adoption Demands a Unified FinOps Control Plane

    How separate billing surfaces for Code Assist, Enterprise subscriptions, Vertex API, and Workspace AI blindside finance teams—and how Finomics unifies them.

    Deduplicated Entitlements
    Renewal Intelligence
    Workspace AI Attribution
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    Devin Desktop GovernanceMulti-Agent Cost Control

    Why Windsurf (Devin Desktop) Breaks Traditional SaaS Management

    How the transition from Windsurf to Devin Desktop's multi-agent runtime introduces complex billing primitives, and how Finomics delivers unified FinOps governance.

    ACU Normalization
    Idle Seat Right-sizing
    Tiered Spend Attribution
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