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Talking to Your Data: Architecture Patterns Using Microsoft Fabric

by RVA Data Enthusiasts

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This session explores how to transform enterprise data platforms from static reporting environments into conversational, AI-powered ecosystems. Using Microsoft Fabric as the foundation, outline a practical architecture roadmap for building a robust “Talking to Your Data” strategy. **Key focus areas include:** * Modern Data Architecture: Implementing the Medallion architecture (Bronze/Silver/Gold) to ensure scalable data quality and flow. * The Semantic Foundation: Leveraging Power BI semantic models to act as the authoritative bridge between complex technical data and intuitive natural language interactions. * Governed Business Context: Establishing a robust data dictionary and glossary to ensure AI models interpret data according to standardized, domain-specific business definitions. * Conversational Tooling: An architectural look at how Fabric Data Agents and Copilot interface with your governed semantic layers to deliver accurate, context-aware insights. Whether you are in the early stages of your data modernization journey or looking to optimize your existing Fabric environment, this session will provide actionable strategies to turn your data platform into an active, intelligent participant in your business decision-making.

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