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AI Cost Governance Report: Forecasting & Margins
Cloud FinOps solved for scale and sprawl. AI introduces new cost units, volatile consumption, fragmented infrastructure, and fast-changing model pricing that make costs unpredictable and margin-eroding.
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Monetizing GPU Capacity: Turning Infrastructure into a Revenue Engine
As AI infrastructure scales, GPUs have become a new form of digital currency. The organizations that know how to…
Mavvrik Is Now Available on Google Cloud Marketplace
Organizations can now purchase AI and cloud cost governance through Google Cloud Marketplace. Customers can apply committed Google Cloud…
Introducing Bring Your Own Cost Schema
Bring Your Own Cost Schema allows teams to ingest external costs into Mavvrik and govern them like the rest…
AI Cost Statistics 2026: What Finance, Product, and FinOps Teams Need to Know
AI cost statistics for 2026 reveal a widening gap between investment and returns. Explore 35+ data points on forecasting…
Multi-Tenant FinOps: What It Really Means (and Why It Matters in 2026)
Modern MSPs juggle hundreds of client environments across cloud, SaaS, on-prem, and AI. True multi-tenant FinOps is now essential…
The Forgotten Superpower of FinOps: Why Cost Allocation Defines Financial Intelligence
Cost allocation isn’t bookkeeping. It’s the foundation of financial control. When allocation is done right, it connects architecture, operations, and business outcomes….
Achieving AI ROI: Key Findings from the 2025 Forbes AI Study
AI is everywhere, but (measurable) return on investment isn’t. Here we’re breaking down key findings from Forbes AI study…
How to Use AWS Inference Profiles to Improve AI Cost Attribution
Most teams using Bedrock can’t tell which projects or teams are driving AI costs. AWS Inference Profiles change that…
Mavvrik Launches Embedded Financial Control for AI, Cloud, SaaS, and On-Prem
Mavvrik brings Embedded Financial Control to AI, Cloud, On-Prem, SaaS with a new Agentic SDK and flexible delivery models….
