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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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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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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Mavvrik serves as the financial control center for hybrid AI, helping you track spend, allocate costs, and protect margins.

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Key takeaways: At Mavvrik, we turn these pain points into solutions with unified visibility, AI/GPU cost governance, and hybrid-ready financial control. FinOpsX 2025: A Conference or a Confessional? Between booth chats, hallway deep dives, and our now-infamous personality badges (yes, you are a Spend Whisperer), we had more than 300 conversations with FinOps, engineering, and…

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We examine the evolving landscape of AI agent pricing and provide you with a strategic framework for both vendors developing agent-based solutions and enterprises evaluating them.

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Use this guide to navigate the complexities of AI budgets, cloud costs, and infrastructure decisions with confidence.

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Why AI Cost Governance Is Now a Core Strategy for Data Centers The modern data center is no longer just about uptime and utilization—it’s about financial precision.

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As the organization continued to scale its cloud investments, it required a robust tool to streamline cost management, allocation, and forecasting centrally, with accountability and governance across distributed business units.

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Today, we’re excited to unveil Advanced GPU Chargeback, delivering complete financial control over your GPU resources.

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