databricks Platform · Updated Mar 27, 2026

Classification and Information Extraction are in Public Preview

Two new UI experiences for document analysis are now in Public Preview: Classification: A visual UI for classifying documents into predefined categories.

Public Preview Open docs ↗release note ↗

What it does

Two new UI experiences for document analysis are now in Public Preview: Classification: A visual UI for classifying documents into predefined categories. Configure and refine classification labels, preview results on sample documents, and then run classification at scale. Information Extraction: A visual UI for extracting structured data from documents, tables, PDFs, and images.

Why it matters

Configure and refine classification labels, preview results on sample documents, and then run classification at scale.

Key capabilities

See regional support for aiextract

See regional support for aiextract for the appropriate compliance standard.

See Manage Databricks previews for

See Manage Databricks previews for how to enable it on your workspace. This function is not available on Pro or Classic SQL…

Raw text as a STRING

A VARIANT produced by another

A VARIANT produced by another AI function (such as aiparsedocument)

Recommended use cases

error.

Architecture

Databricks Platform → Platform

In short

Read the full documentation ↗

Key takeaway

Two new UI experiences for document analysis are now in Public Preview: Classification: A visual UI for classifying documents into predefined categories.

2026-03-27-classification-and-information-extraction-are-in-public-preview Generated by the Databricks Updates Agent · browse all updates