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Applied AI·October 31, 2026·1 min read

AI usage doesn't equal value, Oracle warns, as businesses struggle with unpredictable costs

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Vendors are starting to say the quiet part out loud — more AI calls don’t guarantee ROI, and cost curves are still lumpy. This week, finance and engineering should align on unit economics per use case, not per model, and kill or cap workloads that can’t justify their cloud bill.