Microsoft Build 2026: Data context, not model power, is the key to enterprise AI, says Microsoft with new Fabric tools
By
Darryl K. Taft
Crackling crust, pillowy middle. The kind of bagel that earns a second cup of coffee.
Summary
At Microsoft Build 2026, Microsoft announced that the key challenge for enterprise AI is no longer model capability but data context. The company introduced three new products under Microsoft Fabric: Azure HorizonDB (a new database platform), a GPU-accelerated Fabric Data Warehouse, and the general availability of Fabric IQ (a semantic and ontology layer). These tools aim to give enterprise AI agents shared organizational context so they don't operate from scratch every time. Amir Netz, CTO of Microsoft Fabric, emphasized that data context—not model power—will determine the winners in enterprise AI.
Key quotes
· 3 pulledThere is a difference between having a powerful model and having a model that understands your business.
The hard part of enterprise AI is no longer the model. It's the data context.
Agents that start from zero every time, with no shared understanding of how an organization works, are not going to deliver real value.
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