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Jul 23, 2026
Critical Business & Startups

Satya Nadella discussed the industry shift towards AI-driven, multi-agent systems, emphasizing that the primary challenge in this transition is not the models themselves, but rather the availability of data and context.

  • Enterprises are rapidly moving towards AI-driven, multi-agent systems.
  • The main blocker for this progress is not the AI models, but the data and context available.
  • Microsoft is advancing this capability with new features in Microsoft Fabric, including Database Hub and OneLake.
Why it matters: Understanding the critical role of data and context is essential for successfully implementing complex, real-world AI systems in an enterprise setting.