We Killed ETL: Unstructured.io Foundation

You’ve known Unstructured as the company to power your RAG applications; first we transformed your PDFs to JSON, then we built ETL pipelines for delivering chunked, embedded JSON to Delta Tables that enabled LLMs with low-latency RAG. Now we’re changing the model entirely. Imagine if agents could take context from your whole enterprise, without having to copy every document into Databricks? Foundation builds enterprise-wide context on demand. Source documents stay where they are. Extracted data lands in ephemeral Postgres provisioned via Neon, with pointers for the agent back to the originals. All your data outside the Databricks ecosystem is now workable from inside it. This talk is for every team still maintaining a pipeline.