Explore how to deploy generative and agentic AI applications in distributed environments using AWS infrastructure solutions in this 52-minute conference talk from AWS re:Invent 2025. Learn to balance innovation speed with data sovereignty requirements, low-latency edge processing needs, and cost efficiency when scaling AI implementations from pilots to production. Discover architectural patterns and best practices for deploying foundation models across distributed locations using AWS Local Zones, AWS Outposts, and AWS Dedicated Local Zones. Master the implementation of Retrieval Augmented Generation (RAG) with locally stored data and gain insights into effective strategies for model selection and optimization in on-premises and edge computing environments.