Finance Chiefs Tighten Controls as AI Spending Spirals Out of Budget

As generative AI infrastructure costs accelerate far beyond initial projections, corporate finance leaders are scrambling to implement stricter spending controls and centralized oversight, from stage-gate funding approvals to real-time usage monitoring. The shift represents a sharp reversal from the enterprise rush to adopt AI tools earlier this year, when many organizations deployed systems without clear cost forecasting mechanisms.