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Explore how knowledge graphs serve as the foundation for enterprise-grade AI systems in this AWS re:Invent 2025 conference talk. Discover how knowledge graphs bridge the critical gap between real-world operations and traditional data storage methods, transforming raw data into actionable knowledge for intelligent systems. Learn about Agentic GraphRAG (retrieval-augmented generation with knowledge graphs) and its practical applications through real-world success stories, including how AbbVie deployed GenAI chatbots grounded in knowledge graphs to improve productivity and trust, and how a major gaming company achieved 10x faster insights. Understand the unified data strategy requirements for accurate and reliable AI results, and gain practical steps for successful GenAI deployment using knowledge graphs. Examine the technical approaches that enable companies to build more trustworthy AI systems by leveraging structured knowledge representation, and discover implementation strategies for integrating knowledge graphs into existing enterprise AI workflows.
