Office Hours: Building AI‑Ready Data Products

AI initiatives stall when data products aren’t designed for reliability, governance, and real-time access. Those same initiatives often don’t live up to their promise because they lack of an important ingredient: a rich business-oriented context.

In this office hours session, we’ll explore how to promote curated datasets into AI-ready data products on Starburst. We’ll enhance business-oriented metadata through a combination of human effort and AI generation. Then we’ll compare the quality of the AI agent’s output before and after enhancing the business metadata. That metadata is the context that will allow the generic GenAI models to be more precise and reduce hallucinations.

In this session, we’ll cover:

• How Starburst data products feature reliable access, governance, and lineage, which are critical to your AI efforts
• Using AI to document business metadata and how human review & enhancements ensure the needed context will be available in your AI applications.
• The tooling available for creating and maintaining Starburst data products

Bring your questions about operationalizing AI use cases and leave with practical guidance you can apply to your own data platform.