Using Generative AI on Structured Data (to query or modify data) - James Serra

This session is mainly in-person, but if you need a Teams link, I can send you one on the morning of the event. The first half hour of the in-person meeting will be networking over pizza. The presentation will start after that.

Generative AI, traditionally used for processing unstructured text, is rapidly advancing to handle structured data like relational databases, spreadsheets, and CSV files. New tools now enable AI to extract meaningful insights, identify patterns, and generate predictions from structured datasets. This presentation will explore how AI transforms our interaction with structured data, providing practical applications for enhanced automation, decision-making, and efficiency in data analysis. I will discuss ChatGPT, Copilot, and Microsoft Fabric Data Agents and provide a level-set on GenAI definitions, RAG, fine-tuning, and cover industry use cases for using both unstructured and structured data to make better business decisions.