A practitioner’s guide to data for agentic AI

Reut Almog Talmi, Sr. Database Specialist SA, AWS · Yossi Lagstein, Sr. Solutions Architect, AWS · Rotem Gani, Software Engineer, Harmony

AWS Summit Tel Aviv 2026 · Databases on AWS · 35 min · 16 pages

Gain skills to deploy end-to-end agentic AI applications using your most valuable data. This session focuses on data management using processes like MCP and RAG. Discover best-practice architectures using AWS database services like Amazon Aurora and OpenSearch, along with analytical capabilities found in SageMaker Unified Studio. Learn data lake, governance, and data quality concepts, and see how Amazon Bedrock AgentCore, Knowledge Bases, and related features tie these components into a complete solution. See how Harmony, an IT service management platform powered by AI Agents Workforce, leverages AWS databases to take action and resolve 60%+ of IT tickets in any organization.

Generated automatically from the recording's transcript. It's meant to replace re-watching, not the recording itself — verify against the video at the timestamp before quoting formally. Slides belong to the speakers and organisers. Produced with recording-to-pdf.