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When is my tee time? What were my driving stats on the back 9 last year? What is weather like today? How many strokes did I gain last week? Can I see highlights of my shots inside 110 yards? DID YOU KNOW — @PGATOUR players have a special AI-driven app that is a one-stop shop for all tournament-related information and performance stats?

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AI is changing everything — but how do we make sure it’s used responsibly? In this episode, we explore the foundations of AI governance and how to apply them to practical use cases. From managing risk in agentic systems to setting guardrails and workflows, you’ll learn how to balance innovation with accountability and ensure your AI delivers business value without causing harm. Learn more about Amazon SageMaker Catalog - http://go.aws/47TFHgN Subscribe to AWS: https://go.

We'll go over how to manage devices in the field at scale with AWS to send updates, observe status, and turn this into a great customer experience. We'll dive deep on AWS IoT services and how they make everything run at scale.

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Watch the keynote and a selection of on-demand sessions: https://go.aws/44Epzxq The AWS Summit Paris 2026 is a major tech event dedicated to generative AI, AI agents, data, security, sustainability, and many more technological innovations. Learn more about AWS events: https://go.aws/events Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.

Join us for an in-depth technical exploration of how Aurora scales for your most demanding workloads. You'll learn about the scaling options - from its auto scaling origins to serverless, including advanced distributed architecture for horizontal scale-out. Follow along as we demo advanced transaction management across distributed database clusters. You'll get an insider's perspective on our vision for scaling while maintaining open source compatibility.

This session reveals how Octus migrated CreditAI to Amazon Bedrock. We will detail Octus' journey from managing multiple cloud providers and costly GPU instances to implementing a streamlined architecture using Amazon Bedrock, AWS Fargate, and Amazon OpenSearch. Learn how Octus achieved zero downtime while reducing costs, improving scalability to handle millions of documents, and enhancing response quality.

Learn about new selling capabilities in AWS Marketplace. This session explores best practices for selling comprehensive solutions, including real-world patterns, contract structures, and technical considerations. Discover how to maximize your AWS Marketplace presence and streamline customer procurement through effective solution-based strategies. Learn more: More AWS events: https://go.aws/3kss9CP Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.

In this episode of the AWS Migration & Modernization Podcast, AWS Executives‑in‑Residence Matthias Patzak and Jake Burns break down why the fastest, safest path to the cloud is to decouple migration from modernization. They explore why long planning cycles stall progress, how over‑engineering early phases creates unnecessary risk, and why organizations should “become ready by starting” rather than wait for perfect alignment.

Search engine for keywords. Vector DB for semantics. Cache for filters. Glue code to merge it all. Sound familiar? Most production search stacks are Frankenstein stacks—three separate systems because no single layer handled everything users actually do: filter by keywords, match on semantic meaning, analyze results, sort by rating. Until now.

Migrating Apache Kafka clusters is notoriously complex, often taking six months to a year of dual-stack operations, manual dependency mapping, and operational overhead. In this episode of Data Streaming Now, Ali Alemi and Josh Opos walk through how Amazon MSK Replicator eliminates the pain.