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Enterprise AI agents keep operating from different versions of reality – Microsoft says Fabric IQ is the fix

Microsoft has made Fabric IQ’s business ontology accessible via MCP to any AI agent from any vendor, targeting the core reason multi-agent systems fail in production: agents operating from conflicting definitions of the same business data.

In 2026, data engineers working with multi-agent systems are hitting a familiar problem: Agents built on different platforms don’t operate from a shared understanding of the business. The result isn’t model failure — it’s hallucination driven by frag… [7363 chars]

Source: VentureBeat | Published: 2026-03-18T12:00:00Z

Credit: VentureBeat

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