The AI race is raising companies' bills, from GPUs to memory to Microsoft 365

VentureBeat · Louis Columbus · 2026-11-04 23:00 UTC

The AI build-out is landing on corporate budgets through software renewals, memory prices, reserved GPU rates and agent inference. Here’s where the bill arrives and what to do about it.

OpenAI, Anthropic and the largest cloud providers are racing to build ever more powerful AI, and some of the leaders are raising outside money to help pay for it. Companies outside that race, including those adopting AI as fast as they can, are also facing higher prices for memory chips, reserved cloud GPUs and software.

Anthropic disclosed approximately $895.4 billion in purchase and lease commitments, substantially all tied to computing infrastructure, in an amended IPO prospectus filed Nov. 2. About $214 billion of that total is subject to termination rights or conditions; the commitments extend through 2045. The company reported $33.2 billion in revenue in the first nine months of 2026. Some agreements require Anthropic to pay for resources "regardless of actual utilization," meaning even for capacity Anthropic does not use. "We must grow our customer base and expand revenue rapidly in order to generate the cash flows necessary to satisfy these commitments," Anthropic wrote.

On Oct. 28, Alphabet reported negative free cash flow for the second quarter in a row, after $51.4 billion of capital spending in the third quarter. The company also sold $25 billion in bonds in August amid its AI infrastructure expansion, Bloomberg reported.

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