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Legacy applications run mission-critical processes, but increasingly limit innovation and organizational agility through outdated architectures. This session equips leaders with frameworks to refactor applications into cloud-native solutions while preserving business operations. Successful modernization requires answering strategic questions: why modernize, at what cost, how to modernize, what risks exist, and when to act.

Join this session to learn how multi-Region strong consistency mode for Amazon DynamoDB global tables helps you build highly resilient applications across Regions. Explore the advantages of this innovative functionality, learn how to identify which use cases will benefit most, and discover how to choose the optimal global tables mode for your workloads. Deep dive on how AWS built DynamoDB global tables with multi-Region strong consistency and see a practical demo of the feature.

Learn how AWS approaches identity as the foundation of cloud security, both for protecting AWS and enabling customer security. This session explores how AWS strengthens identity across the stack through secure-by-default design, core security mechanisms, API testing and formal verification. You'll discover innovations in access management and identity security that help organizations operate securely at scale.

Explore practical applications of Agentic AI through two real-world case studies. First, dive into a Hong Kong weather agent built with Amazon Nova Act, featuring conversation flow design and meteorological data integration. Watch a live demo showcasing natural language interaction for weather information retrieval and trend analysis.

Learn how to optimize and deploy popular open-source models like Qwen3, GPT-OSS, and Llama4 using advanced inference engines such as vLLM on SageMaker. We'll explore key features including bidirectional streaming for audio and text applications, and share proven optimization techniques for inferencing. Through live demos, learn to boost performance with KV caching, intelligent routing, and autoscaling to maintain stability under varying loads.

Join AWS She Builds Tech Skills hosts Tamara Gagliardi and Esther Kang along with Program Manager Madison Hsieh for an exciting deep dive into Amazon Quick Suite - the groundbreaking evolution of Amazon QuickSight that's transforming business intelligence with AI agents! Watch this episode to discover how Quick Suite's AI teammates can help you move from asking "what happened?" to "what should we do next?" - all through natural language conversations with your data!

Learn how Merck revolutionized their central logging using Open Cybersecurity Schema Framework (OCSF) to achieve 48% labor efficiency gains and 47% infrastructure cost reduction. Discover how OCSF enables generative AI insights, reducing time-to-insight from full-day analysis to 30-minute solutions. Witness the power of OCSF using Agentic SOC AI Demo. Learn more: More AWS events: https://go.aws/3kss9CP Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.

[This session is conducted in Japanese] Generative AI technology is advancing at an astonishingly fast pace globally and many customers are exploring innovation with it. In that time, re:Invent is one of the best way to find out insights and chances to your next innovation. This session provides you preliminary knowledge to make your understanding more deeper to up-coming service launches, exciting customer stories and your chances to the future.

Saying no to AI in retail is almost equivalent to saying you don't like making money.' Mandeep Bhatia, SVP at Tapestry (Coach, Kate Spade), doesn't hold back. Full conversation on re:Tales with AWS. Mandeep goes beyond the buzzword to explain what agentic commerce actually means — AI agents that own real customer journeys end-to-end.

AWS Managed Microsoft AD (Hybrid Edition) allows you to extend your existing Active Directory to the AWS Cloud with AWS Managed Microsoft AD. This feature makes it easier to move your AD–dependent workloads to AWS, adopt AWS services, and increase your Active Directory redundancy. AWS will periodically run directory assessments on your hybrid directory which you can view in the Directory Service console. Learn more about AWS Managed Microsoft AD: https://go.

AWS sales teams needed to quickly absorb hundreds of new service announcements and translate them into customer-ready insights. Manually watching sessions and studying launch documents took days or weeks, limiting their ability to act on new opportunities. Using Amazon Quick, the team built a custom chat agent that delivers real-time launch intelligence and customer-specific speaking points by synthesizing public documentation and internal enablement materials.

Modern AI agents need more than static knowledge—they need the ability to remember, learn from past interactions, and adapt to evolving contexts. This session explores how to build context-aware AI agents by implementing an episodic memory strategy using Amazon Bedrock AgentCore. We will discuss how agents can capture, store, and retrieve past interactions to create more personalized and coherent user experiences across sessions.