Automate schema generation for intelligent document processing
AWS just shipped automated schema generation for document processing. Here's why your data pipeline just got faster.
Why it matters
AWS released a new multi-document discovery feature that automates schema generation for intelligent document processing (IDP), using visual embeddings and agents to reduce manual preprocessing work. This is a practical infrastructure capability that directly impacts how enterprises handle unstructured document workflows.
The key facts
10 to knowAWS IDP Accelerator gains automated multi-document discovery feature
Uses visual embeddings for automatic document clustering
Agents perform schema generation
Solves pre-processing bottleneck in document processing pipelines
Published May 2026 on AWS ML blog
Feature: multi-document discovery for intelligent document processing (IDP)
Uses agents for automated schema generation
Solves pre-processing bottleneck for unknown/unclassified documents
Integrates with IDP Accelerator
AWS machine learning blog announcement
Go to the source
AWS Machine Learning Blogaws.amazon.com
Publisher excerpt: In this post, we'll show you how our multi-document discovery feature solves this problem. It serves as an automated pre-processing step, analyzing unknown documents, clustering them by type, and generating schemas ready for the IDP Accelerator. You'll learn how the new capability uses visual…