Session

AI Agents in Action: Structuring Unstructured Data on Demand With Databricks and Unstructured

Overview

ExperienceIn Person
TypeLightning Talk
TrackData Engineering and Streaming
IndustryEnterprise Technology, Manufacturing, Financial Services
TechnologiesDelta Lake, DLT, Mosaic AI
Skill LevelIntermediate
Duration20 min

LLM agents aren’t just answering questions — they’re running entire workflows. In this talk, we’ll show how agents can autonomously ingest, process and structure unstructured data using Unstructured, with outputs flowing directly into Databricks. Powered by the Model Context Protocol (MCP), agents can interface with Unstructured’s full suite of capabilities — discovering documents across sources, building ephemeral workflows and exporting structured insights into Delta tables. We’ll walk through a demo where an agent responds to a natural language request, dynamically pulls relevant documents, transforms them into usable data and surfaces insights — fast. Join us for a sneak peek into the future of AI-native data workflows, where LLMs don’t just assist — they operate.

Session Speakers

Christopher Maddock

/Head of Product and Engineering
Unstructured