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Your AI agent can write poetry and pass the bar exam. Ask it about your own company? It has no idea. Knowledge graphs are the fix—but who has time to learn graph queries and graph theory? In this session, we'll build a knowledge graph from raw documents, automatically, and connect it to an agent that finally understands YOUR business. No graph expertise required. Watch us build it end-to-end. Watch the first episode (VectorDB vs GraphDB for Gen AI Agents): https://www.youtube.com/watch?

AWS storage services have evolved into the data foundation powering virtually any modern workload from massive data lakes to cutting-edge generative AI applications. This session unveils breakthrough innovations like S3 Tables for analytics optimization, S3 Vectors for AI/ML acceleration, and seamless SAN migration pathways that eliminate traditional infrastructure constraints.

See how Amazon Connect Decisions uses agentic AI to transform supply chain planning. In this demo, a supply chain planner launching a new fitness tracker line shows how AI teammates work alongside your team to build demand plans, resolve supply disruptions, and continuously learn from every decision.

In this episode of AWS Show and Tell, we demonstrate how to transform scattered MCP server connections into a unified, governed platform for both AI agents and human developers. Managing dozens of MCP servers across enterprise teams is a real challenge — inconsistent access, security gaps, and no visibility.

In this episode of "AWS Show and Tell — What's New in Amazon Bedrock AgentCore Memory", we'll dive into the latest memory capabilities that make your AI agents smarter, more personalized, and truly context-aware across every interaction. Through hands-on demonstrations, you'll learn how to implement Episodic Memory to enable agents that reflect and learn across past conversations, leverage Streaming to read any new events from Long term memory, and apply proven memory patterns that combine...

How will agentic AI reshape tomorrow’s workforce? Join AWS Executives in Residence Stephen Brozovich, Jake Burns, and Miriam McLemore for a look at how agentic AI is changing entire enterprises—not just IT departments. Unlike previous technology shifts, agentic AI demands integrated cross-functional teams and a fundamental rethinking of competitive advantage.

This video provides an overview of the latest features released in AWS Glue 6.0. Please include the following links in the description as they are referenced in the video: - Introducing AWS Glue 6.0 for faster and more cost-effective data integration: https://go.aws/4gwIvoB - Upgrade AWS Glue jobs to Glue 6.0 with AI-powered Spark upgrades: https://go.aws/4yg4upJ - Build a real-time event pipeline with Spark Real-Time Mode on AWS Glue 6.0: https://go.aws/4i4Buwo - Documentation: https://go.

Cyber attackers are becoming sophisticated. Through leaked credentials and elevated IAM roles, they can compromise workloads and exfiltrate data while remaining undetected for extended periods. In this session, discover how Amazon VPC Egress Proxy provides advanced protection against sophisticated cyber threats. You’ll learn how this new feature patches data leak vulnerabilities in your environment, helping detect and prevent unauthorized data exfiltration attempts.

Unlock the full potential of Amazon Bedrock by learning how to choose the perfect foundation models for your unique use cases. This session reveals a powerful three-step framework used by industry leaders to navigate Amazon Bedrock's expansive model portfolio. Discover how to identify ideal model candidates, conduct rigorous data-driven evaluations, and optimize for production through strategic model combinations and fine-tuning.

Amazon S3 consistently delivers new innovations to help you store, manage, analyze, and protect any amount of data for virtually any use case. Discover S3's latest breakthroughs including S3 Tables enhancements delivering fully managed Apache Iceberg support, S3 Vectors with native vector support at scale for AI applications, S3 Metadata for instant data discovery, and S3 Express One Zone's ultra-low latency performance.

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BT is partnering with AWS to create a fully autonomous "Dark NOC" by integrating AI/ML, generative AI, and Agentic AI. Moving from traditional telecom to software-driven operations, BT has implemented GenAI-driven AIOps solutions that reduce costs and improve customer experience. The system uses AWS's agentic AI with autonomous agents and Amazon Sagemaker ML models to enable intelligent monitoring, automated network management, and advanced diagnostics.