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Enterprise AI costs spiraling; companies scrambling to curtail spending on models and inference

Economist reports companies globally are frantically optimizing AI spending: switching to cheaper models, pruning redundant inference workloads, renegotiating cloud contracts. Signals that AI infrastructure costs are now material line items facing board-level scrutiny.

WHY IT MATTERS

BFSI AI projects will face tighter ROI gates; CFOs demanding transparent cost-per-transaction or cost-per-decision metrics; pressure to consolidate vendors and use open-source models will intensify; AI teams must become cost-conscious, not just innovation-focused.

Source: The Economist · 2026-06-14

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Enterprise AI costs spiraling; companies scrambling to curtail spending on models and inference — ath