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Explore how to build a production-ready foundation for scaling generative AI and agentic applications across your organization in this 57-minute conference talk from AWS re:Invent 2025. Learn to navigate the complexities of enterprise AI deployment including model access and management, tool discovery, memory and state handling, observability, and operations at scale. Discover architectural patterns that distinguish successful AI deployments from failed experiments through demonstrations of well-architected foundations that seamlessly integrate model access, orchestration workflows, agents, tools, and domain-specific data pipelines. Examine the essential components of production-ready generative AI and agentic systems while maintaining enterprise-grade observability and governance controls. Gain insights into building scalable AI infrastructure that can support all AI applications across your organization, moving beyond proof-of-concepts to enterprise-ready solutions.
