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Research and resources on the full cost of AI.
Reports, how-to guides, webinars and coverage for finance, FinOps and platform teams governing AI and infrastructure spend.
State of AI Cost Governance 2026 Report: AI Spend is Visible, but Still Not Predictable
AI cost tracking is now common, however, accurate forecasting is still rare.Explore Mavvrik’s 2026 AI Cost Governance Report on AI spend visibility, forecasting accuracy, agentic AI, attribution, and cost control.
The Real Cost of AI in 2026
Ray (Benchmarkit) sat down with Kathy Rudy (ISG), Larry Lubinski (AlixPartners), and Sundeep Goel…
451 Research: Mavvrik enables AI cost governance across the entire stack
451 Research (S&P Global) examined Mavvrik’s platform, its new Agentic Cost Intelligence SDK, and…
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Your LLM Bill Is Only Part of Your AI Agent Cost
Langfuse can help you track model costs and investigate agent behavior. Mavvrik connects supported agent usage, metered paid services,…
How FinOps and CloudOps Teams Can Govern AI Costs Beyond the Cloud Bill
AI spend has outgrown the cloud bill. This blog covers where FinOps and CloudOps attribution breaks down, and what…
Mavvrik Expands AI Agent Cost Tracking Across the Enterprise Stack
Mavvrik’s expanded AI Agent Cost & Usage capabilities connect telemetry from Python, JavaScript/TypeScript, Langfuse, LiteLLM Proxy, and self-hosted n8n…
AI Cost Governance for CFOs: A 2026 Framework for Protecting Margin
How finance leaders can forecast the full AI cost stack, classify spend correctly, and put controls in place before…
Diginomica: Tokenomics – as AI “bill shock” goes mainstream, the key cost driver becomes task complexity
The tokenomics crisis is real, confirms a new report from Mavvrik, and demands some organizational re-thinking around value derivation…
Market Scale: Enterprise AI spending is maturing fast, and the hidden costs are catching teams off guard
AI budgets in enterprises are increasingly being allocated towards operations rather than training, reflecting maturity in AI spending. However,…
The Real Cost of AI in 2026
Ray (Benchmarkit) sat down with Kathy Rudy (ISG), Larry Lubinski (AlixPartners), and Sundeep Goel (Mavvrik) to break down what’s…
How to bring LiteLLM cost data into your wider AI cost view
The Mavvrik LiteLLM integration brings cost and usage data recorded by LiteLLM Proxy into Mavvrik. Finance, FinOps, engineering, and…
CFO Dive: 1 in 4 companies delay or cancel an AI project over cost
Rising volatility around AI costs is putting increased pressure on CFOs for financial discipline….
Analyst report
“Mavvrik has moved quickly beyond traditional cloud FinOps into AI workload cost governance and is an emerging player in the intersection of FinOps, AI operations and enterprise financial management.”
William Fellows, Research Analyst, 451 Research / S&P Global
AI cost governance
across the entire stack.
In an independent report, 451 Research looked at Mavvrik’s platform, its new Agentic Cost Intelligence SDK and its Ingram Micro channel partnership, and how Mavvrik stacks up in a FinOps market being reshaped by AI.
- Agentic AI is the fastest-growing and least-governed layer of enterprise AI spend.
- Mavvrik’s core strength is unified cost visibility, reporting and automation across both infrastructure and AI stacks.
- The Ingram Micro partnership could meaningfully accelerate Mavvrik’s reach through MSPs and resellers.
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WEBINAR
The real cost of AI in 2026
Benchmarkit, ISG, AlixPartners and Mavvrik on what’s changing in AI cost governance.
See the full cost of AI in one place.
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