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Home » AWS Infrastructure to Power OpenAI’s AI Workloads Under $38 Billion Agreement
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AWS Infrastructure to Power OpenAI’s AI Workloads Under $38 Billion Agreement

Kieron AllenBy Kieron AllenNovember 12, 2025Updated:November 12, 20252 Mins Read
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Welcome to the Cloud Wars Minute — your daily cloud news and commentary show. Each episode provides insights and perspectives around the “reimagination machine” that is the cloud.

In today’s Cloud Wars Minute, I delve into OpenAI’s $38 billion partnership with AWS, giving Amazon a major role in powering and scaling OpenAI’s AI workloads.

Highlights

00:03 — OpenAI and AWS have announced a multi‑year strategic partnership valued at $38 billion for AWS. This deal will enable AWS to provide the infrastructure necessary to support the operation and scaling of OpenAI’s AI workloads. OpenAI is currently utilizing computing resources through AWS, which include hundreds of thousands of NVIDIA GPUs and the capability to scale up to tens of millions of CPUs.

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01:02 — The infrastructure rollout for OpenAI includes architecture optimised for maximum AI processing efficiency and performance, with clusters designed to support a variety of workloads such as inference for ChatGPT and model training. This latest deal is yet another staggering example of the demand for AI services — a demand that companies like OpenAI must invest billions in to keep up with the pace.

01:55 — OpenAI recently signed several significant deals with technology partners, including a remarkable $300 billion agreement with Oracle. While that figure might seem outrageous, it puts the $38 billion into a more relatable context. One thing is clear: wherever you stand in the AI revolution, whatever your role is — just make sure that you have one, because this unprecedented growth is touching every corner of the business world.


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Analystuser

Kieron Allen

Cloud, AI, Innovation
Cloud Wars analyst

Areas of Expertise
  • Business Apps
  • Cloud
  • Cybersecurity
  • Data
  • LinkedIn

Kieron Allen is a Cloud Wars Analyst examining innovations in, and the future impact of, the latest AI, cloud, cybersecurity, and data technology developments. In his ongoing analyses and video reports, Allen focuses on the platforms, applications, people, and ideas that will mold our digital future. After serving as the Online Editor for BBC Sky at Night Magazine and as the Editorial Assistant for BBC Focus Magazine, Kieron became a freelance journalist in 2015 where his focus on the business technology market became a key passion. Kieron partners with technology start-ups and organizations that share his interests in science, social affairs, non-profit work, fashion and the arts.

  Contact Kieron Allen ...

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  • Oracle’s Steve Miranda on the Expanding Power of AI in Applications
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  • Google Cloud Reports Surge in Billion-Dollar Deals
  • Brent Wodicka of AIS Details AI Organizational Model That Increases Human Scalability
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