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Part of Anthropic is expanding its global presence by hiring for data center roles in Japan and increasing its AI compute footprint in Australia.

How could Anthropic's new data center near Osaka affect Amazon Web Services?

Possible What happens if… A possibility worth considering, not a forecast.

Anthropic's new Osaka data center may reduce its reliance on AWS compute. Anthropic is reportedly partnering with NTT Data Group to build a major AI data center near Osaka. This move contributes to Anthropic's expanding global AI compute footprint. Since Anthropic relies on Amazon Web Services as its primary cloud infrastructure provider, establishing its own large-scale physical facility could lead to a reduction in the amount of compute capacity it needs to rent from AWS.

Reported by 1 independent outlet Written Sunday
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How it reaches Amazon Web Services

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The facts so far

As reported. Each one links to where it comes from.

  • Anthropic is partnering with NTT Data Group for a new AI data center near Osaka.taipeitimes.com
  • Power demand from new data centers is expected to rise from less than 1 percent of the country’s electricity consumption this year to nearly 7 percent by 2035.taipeitimes.com

Why it matters

For Amazon Web Services, the move represents a potential shift in the competitive landscape of high-end AI compute. As major AI players like Anthropic invest in proprietary, localized data centers, it signals a trend toward hybrid or self-hosted infrastructure, which could gradually reduce the demand for massive, sustained cloud compute rentals.

This trend is occurring against a backdrop of global data center backlash, where environmental and power concerns are driving companies to seek more control over their physical infrastructure. The new Osaka facility is part of a broader effort by Anthropic to scale its AI models while navigating these mounting regulatory and public pressures.

What we don't know yet

  • How much of Anthropic's total compute capacity will this new Osaka facility represent?
  • Will the new data center be used for all AI model training, or only specific operational tasks?

What would change this answer

Regulatory changes restrict self-hosting or increase environmental compliance costs in Japan.Anthropic may be forced to rely more heavily on cloud providers like AWS, increasing its usage.
Anthropic's AI model usage grows exponentially faster than anticipated.The new data center may quickly reach capacity, forcing Anthropic to maintain significant reliance on AWS.

Who else could feel it

Other possible ripples from the same event.

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Brind's analysis is written by AI from the reporting linked above and can be wrong. This explainer is a possibility worth considering, not a forecast: steps marked as Brind's reasoning are not stated in the reporting. It is not investment advice; do your own research.