RAG + Fabric + Eventhouse: An End-to-End Pattern for Automated Contract Compliance

Contract compliance is one of the most impactful real-world applications of Generative AI—yet building a reliable, auditable, scalable RAG solution is challenging.
In this session, we walk through an end-to-end architecture for automated contract compliance built entirely on Microsoft Fabric.
We cover the full lifecycle:
• Document ingestion & preparation using markdown pipelines
• Eventhouses as scalable document stores for large, complex contracts
• Vector indexing and semantic search for high-precision retrieval
• Prompt engineering patterns specifically for compliance and clause analysis
• Automating RAG pipelines using Fabric Data Factory and notebooks
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The session includes a full case study, architectural patterns, and sample prompts & code, giving attendees a practical blueprint they can apply within their own organizations.

- Understand an end-to-end RAG architecture for contract compliance on Microsoft Fabric - Learn how to ingest, index, and retrieve contracts for accurate clause analysis