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Discover practical approaches for building autonomous AI agents by combining Amazon Aurora relational capabilities with ElastiCache's (Valkey) high-performance caching. This technical session provides data architecture guidance specifically designed for developers and architects implementing intelligent agent systems that require both persistent storage and ultra-fast data retrieval.

This isn't just sports analytics—it's a masterclass in operating ML and AI at unprecedented scale. In 2015, the NFL and AWS launched Next Gen Stats, transforming how millions experience football. What began with simple sport metrics has evolved into sophisticated machine learning capturing the game's complexity—completion probability, expected yards, pressure prediction, and coverage responsibility. This session marks 10 years of innovation through Then → Now → Next.

Discover how Pattern revolutionized ecommerce using Amazon Nova Foundation Models. Their Content Brief tool analyzes 44 trillion data points to deliver impressive results: 76% cost reduction in keyword classification costs and a 21% revenue growth for customers. See how AI is helping Pattern provide enterprise-level insights accessible to its brand partners Learn more at - https://go.aws/441bBWI Subscribe to AWS: https://go.aws/subscribe Sign up for AWS: https://go.

This session demonstrates building Generative AI agents that operate fully offline using the AWS Strands Agents SDK. The presentation covers deploying lightweight local models with Ollama and integrating custom tools for remote manufacturing, field operations, and data sovereignty scenarios. Explore how these edge-deployed agents seamlessly scale to leverage cloud capabilities, transitioning to powerful models like Claude on Amazon Bedrock when connectivity is available.

💡 What if everyone on your team could query your knowledge graph—in plain English? A #KnowledgeGraph is valuable because relational data alone can't capture the connections your AI needs. But querying them means writing openCypher or SPARQL—& when you ask an LLM to generate those queries for you, it hallucinates syntax more often than it gets it right.

Does the thought of modernizing your application and database architecture fill you with concern? In this code talk, learn how to overcome common migration issues and concerns that arise during modernization projects. See live coding examples to learn how to use generative AI and the AWS DMS Schema Conversion feature to successfully modernize your database. Learn more: More AWS events: https://go.aws/3kss9CP Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.

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AI is reshaping not just what software can do, but how it gets built and by whom. JB Brown, VP of Engineering at Smartsheet, shares how his team is navigating that shift from both sides of the equation, developing AI-powered capabilities for customers while fundamentally rethinking how engineers do their work.

As organizations race to embrace AI, the question is no longer if AI will transform security and business operations, but how leaders can harness it responsibly and effectively. This session explores the latest attacker innovations powered by AI, and the defensive strategies security teams must adopt to stay ahead. You’ll gain insight into the real-world challenges enterprises face in managing AI risk, balancing productivity with protection, and ensuring trust in rapidly evolving systems.

Learn how AWS Shield network security director is transforming how organizations strengthen their network security posture. In this episode, we'll explore how this capability simplifies network security by discovering risks across your AWS environment, provides clear remediation recommendations, and enables natural language interactions through Amazon Q Developer.

Join us for an exciting livestream exploring the forefront of AI innovation in business and media. Jim Keller, AWS Global CEO at Quantiphi, will delve into the essential foundations for successful AI adoption, covering data readiness, technological infrastructure, and responsible AI frameworks. Additionally, Oz Krakowski, CBDO at Deepdub, will introduce Deepdub's groundbreaking Emotive Text-to-Speech API, a tool that's revolutionizing global content creation.

Is your organization operating in a multicloud environment? Drawing from thousands of executive and builder engagements, we will cut through the noise with practical guidance to help you succeed with your multicloud strategy. In this session, we will describe the AWS multicloud approach that aims to help you build multicloud capabilities across People, Process and Technology pillars.