The AI conversation has changed

Over the past few years, organizations have focused on choosing models, deploying tools, and launching pilots.

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Today, the question is no longer which technology to use. The question is why organizations with access to the same AI get completely different results.

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The answer isn't in the infrastructure, the models, or the applications. It lies in the human capabilities that turn technology into a new way of working. These capabilities span people, leadership, processes, and governance, and they determine whether an organization can turn AI into a sustainable competitive advantage.

What you will learn

By downloading this executive report, you will discover:

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  • Why infrastructure, models, and applications are no longer the main competitive advantage.
  • What the Framework: The Human Factor in AI Transformation is and why it helps explain why organizations with access to the same technology get different results.
  • The four capabilities that determine whether an organization is ready to scale AI.
  • Five questions every executive committee should answer before approving a new AI investment.
  • How to build organizational capabilities that evolve at the same pace as the technology.

Why read this report?

Most AI content is about tools. This report is about organizations.

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It presents the Framework: The Human Factor in AI Transformation developed by Nebius Academy to explain why AI transformation doesn't depend on technology alone, but on the ability of people, leadership, processes, and governance to evolve alongside it.

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More than a report about artificial intelligence, it offers a framework for understanding how to build organizations that can adapt continuously and deliver sustainable results with AI.

About Nebius Academy

Nebius Academy helps organizations build the capabilities they need to turn AI investments into measurable business results.

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As part of Nebius Group, we combine expertise in AI infrastructure and systems with an approach centered on building organizational capabilities, leadership, and AI adoption.