Session

How to build high quality data products for AI Agents

AI agents are only as effective as the data they rely on. This chalk talk focuses on how to build and manage high-quality data products and contextual information for use by AI agents. You'll learn how to deliver accurate, up-to-date, and well-governed data for AI systems, including context engineering, RAG strategies, fine-tuning dataset curation, and automated quality checks. We'll cover how to manage AI context, handle data drift, and perform classical data management activities in the Agentic AI world.


Presented at
- AWS re:Invent 2025

Lakshmi Nair

Principal Specialist Solutions Architect, AWS

Düsseldorf, Germany

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