New research shows that businesses are struggling to forecast AI costs, with more than half missing targets by 11–25% and nearly one in four missing by over 50%.
CFO Dive’s Alexi Alexis reports on the risk of significant cost overruns as AI pilots move into production in 2026, with 84% of companies already seeing margin erosion linked to AI spend.
Click here to read the full story on Revenue Brew: https://www.revenuebrew.com/stories/2025/09/16/companies-lack-forecasting-ai
Cost questions usually mean hunting down the right dashboard, filter, or export before you even get to an answer. Mavvrik MCP shortens that path by letting FinOps, finance, and engineering teams ask cost questions directly in Claude, ChatGPT, Cursor, or Microsoft 365 Copilot.
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GitHub Copilot’s new usage-based billing left engineering and finance reconciling costs by hand. Mavvrik’s new Copilot integration attributes every credit and overage to the user, team, and model that created it.
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A key first step in cloud cost management is to better understand where your cloud services are consuming resources, and when those resources reach thresholds that require attention.
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