AWS Atlas

Transform traditional lock-in concerns into strategic architectural decisions using practical evaluation frameworks. Learn how organizations leverage proven analysis tools to assess switching costs against unique service capabilities. Explore patterns for determining when AWS-native services provide the best value versus when portability matters most. Through real-world examples, discover how to make pragmatic architectural choices that maximize business impact.

This session discusses how Nasdaq modernizes its mission-critical capital markets infrastructure while upholding the highest level of resiliency. Learn how Nasdaq integrates AWS Outposts and multi-region deployments into its core trading and surrounding systems, balancing cloud flexibility with performance and reliability. Explore common architectural patterns that Nasdaq uses, including specialized compute instances and accelerated networking for ultra-low latency workloads.

Are you tired of spending hours debugging IAM permissions instead of building features? In this session, learn how IAM Policy Autopilot helps you get started quickly with creating IAM policies that you can refine as your application evolves. We'll demonstrate how this open source MCP server integrates with AI coding assistants to analyze your application code and generate valid identity-based policies in real-time.

Join AWS She Builds Tech Skills hosts, Kandyce Bohannon and Jane Ridge, for an exclusive re:Invent 2025 session preview! Watch 5 women speakers pitch their must-attend sessions in lightning 5-minute presentations with live audience voting. Featuring: 🤖 AI & Architecture: Generative AI agents for architecture diagrams (ARC306) from Swapnil Singh 📊 Data Analytics: Multi-agent data pipelines for SMB analytics (SMB308) from Deepti Venuturumilli 🔒 Security: Infrastructure protection innovations...

AI delivers the most value when it deeply understands your business. Whether you're enhancing the customer experience of your AI applications, or building agents that handle diverse tasks - Amazon Nova gives you tools to adapt the model to your specific needs. Learn how to combine the power of your organization's data for aligning model responses to your preferred tone and behavior, or training it on your unique workflows and business knowledge.

In this session, learn how AWS zero-ETL integrations remove the need to manage complex data movement pipelines across multiple source database engines and targets so data engineers, architects, & DBAs can eliminate maintenance overhead while ensuring near real-time data availability for analytics & ML workloads.

From storing media content to machine learning training data, Netflix relies on Amazon S3 to support a wide range of use cases. As data grows exponentially, organizations need tools to understand and optimize their storage footprint. S3 Storage Lens provides organization-wide visibility into storage usage and activity, enabling companies to optimize costs, improve performance, and strengthen data protection.

According to the CrowdStrike 2025 Threat Hunting Report, cloud intrusions surged 136% in the first half of 2025 (compared to all of 2024) and adversaries are rapidly sharpening their tactics in the cloud, making visibility into cloud events a non-negotiable for security teams. With Falcon Next-Gen SIEM and Falcon Cloud Security, you can quickly onboard essential data from AWS CloudTrail, Security Hub, and Guard Duty with a single click to detect and respond to cloud threats at speed.

Learn how Fidelity Institutional (FI) developed and implemented a sophisticated Text-to-SQL generative AI solution that enables non-technical domain experts to interact with complex structured data using natural language. Dive deep into the architecture and technical implementation details of a system that handles complex database schemas, multiple table relationships, and generates complex SQL queries.

Learn how AWS can help you with data integration and preparing data for analytics, machine learning (ML) and generative AI workloads. Explore new capabilities that enable your users to have controlled access to all relevant data, easily build and maintain scalable and resilient data pipelines, and enhance decision-making quality,all with exceptional price performance. See how zero-ETL and query federation can complement ETL and ELT data pipelines. Learn more: More AWS events: https://go.

While AI agents offer powerful automation capabilities, many critical business workflows require human oversight and approval. This 20-minute lightning talk demonstrates practical patterns for integrating human-in-the-loop (HITL) controls within multi-agent AI systems. Learn how to design asynchronous agent workflows that incorporate human decision points using serverless architectures.

This technical session dives deep into building production-grade conversational AI systems at scale through the lens of Alexa+'s architecture. Learn how to implement real-time inference, manage strict latency requirements, and deploy AI guardrails using AWS services like using a comprehensive suite of AWS services including Amazon Bedrock, Amazon SageMaker, Amazon Lambda, Amazon ECS, Amazon DynamoDB, and CloudWatch.