Introducing Databricks Document Intelligence

When Databricks released the OfficeQA benchmark, the results were stark: top frontier agents scored under 50% on real enterprise document tasks. The bottleneck was document understanding. That's why we built Databricks Document Intelligence: research-specialized AI functions for parsing, extraction, and classification that run natively on the lakehouse. In this video, we show how it works on real documents, delivering the highest extraction quality at 6-8x lower cost, all within a single governed pipeline powered by Unity Catalog and Lakeflow.