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Explore how to modernize data architectures using Amazon SageMaker's next generation capabilities to build comprehensive AI-ready data platforms in this 54-minute conference talk from AWS re:Invent 2025. Discover proven strategies for designing and implementing modern data architectures that balance innovation with governance control, while examining real-world implementation patterns for data lake consolidation, cross-account governance frameworks, and seamless AI integration. Learn from practical case studies showing how organizations successfully transform their data infrastructure to support large-scale AI and machine learning initiatives, with specific focus on architectural patterns that enable both operational efficiency and strategic AI capabilities across enterprise environments.
