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TechCrunch · November 7, 2026 · On the brief until November 21, 2026

Ramp data shows AI spending stalling just as Anthropic nears its IPO

Business AnalyticsFinanceInformation Systems
THE AI ANGLE
Running higher workload volumes at lower unit costs

Ramp data shows enterprise AI spending flatlined over late summer even as token volumes rose. Price cuts, open alternatives, and routing tools lowered the cost per workload. Finance and systems planners can no longer assume that higher adoption drives higher technology spend.

Summary written by AI Business Lens with an AI model from the article at techcrunch.com. It is not the article, and the publisher has not reviewed it. For publishers.

THE TEACHING ANGLE
Enterprise buyers are scaling their usage while cutting total spend through model routers and employee budget limits.

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