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Getting AI-ready: AI’s impact on data center subsystems

Learn how AI changes the data center, and how to address challenges for a seamless implementation.

Learn how AI changes the data center, and how to address challenges for a seamless implementation.

In context

  • Topic: Cloud y Arquitectura — Nube pública, híbrida, costos y decisiones de infraestructura.
  • Source: CIO Dive
  • Published: 12/10/2026

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Excerpt published automatically by the site radar. The full text belongs to its publisher and is linked above.

Why it matters

The cloud conversation moved from migrate everything to deciding what goes where. That maturity is a good sign, but it also makes the discussion harder: there is no single answer any more, it has to be argued case by case, and very few people have the numbers to do it.

I separate what moves for cost from what moves for capability. Migrating to save money almost never works; migrating to be able to do something you could not do before does. When the argument is only savings, it is worth checking the numbers again because they are usually incomplete.

What usually goes wrong

What I see fail most is the literal migration. The system gets moved exactly as it was, nothing redesigned, and you end up paying hourly for what used to be paid once. It works the same, costs more, and two years later somebody asks why it was done. Lift and shift is not modernising.

What to watch

  • What happens when the provider has an outage, because it will, and what keeps running meanwhile.
  • Three-year total cost with real growth, not the first-year promotion.
  • How hard it would be to leave or move a piece to another provider, which is future negotiating power.

How I read this entry

What I would install alongside any move to the cloud is the discipline of switching things off. Tag everything by owner, review monthly what is running unused, and give somebody the authority to turn it off. Without that, waste eats the promised savings within two years.

This entry is an excerpt from the original source, selected by the site radar. The commentary above is the site's own and does not belong to the cited publisher.
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Source. CIO Dive

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