Bring Your Own Cost Schema allows teams to ingest external costs into Mavvrik and govern them like the rest of their spend. Once integrated, these costs follow the same rules, allocation, and reporting logic, creating a single system of record.

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AI cost statistics for 2026 reveal a widening gap between investment and returns. Explore 35+ data points on forecasting failures, ROI challenges, and why so many AI projects stall before scale.

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Modern MSPs juggle hundreds of client environments across cloud, SaaS, on-prem, and AI. True multi-tenant FinOps is now essential to manage that scale with unified visibility and control.

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Cost allocation isn’t bookkeeping. It’s the foundation of financial control. When allocation is done right, it connects architecture, operations, and business outcomes.

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AI is everywhere, but (measurable) return on investment isn’t. Here we’re breaking down key findings from Forbes AI study of 1,075 C-suite members.

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Most teams using Bedrock can’t tell which projects or teams are driving AI costs. AWS Inference Profiles change that by embedding identity into every model call.

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Mavvrik brings Embedded Financial Control to AI, Cloud, On-Prem, SaaS with a new Agentic SDK and flexible delivery models.

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Discover why cost-to-serve in AI is the overlooked metric. Learn how it protects margins, enables pricing precision, and drives accountability across teams.

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Watch the 2025 State of AI Cost Governance webinar on-demand, where finance and FinOps leaders discussed the findings from this benchmark report.

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New research shows that businesses are struggling to forecast AI costs, with more than half missing targets by 11–25% and…

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New research shows 80% of enterprises are missing AI infrastructure forecasts by more than 25%, with 84% reporting margin erosion linked to AI costs.

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Hidden infrastructure costs are eroding enterprise profitability, according to newly published survey data.

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