Scalable intelligent document processing using Amazon Bedrock

This article discusses a scalable and efficient solution for intelligent document processing (IDP) using Amazon Bedrock and the Anthropic Claude 3 Haiku model. It addresses key challenges like simple prompt-based extraction, handling larger file sizes and multipage documents, maintaining data accuracy with confidence scores and human review.

Specifically, the article covers:

• Overview of the solution architecture
• Prerequisites and steps to create an AWS Cloud9 IDE environment
• Steps to clone the source code and deploy the solution using AWS CDK
• Creating a private work team and human review workflow using Amazon Augmented AI (A2I)
• Updating the solution with the human review workflow ARN
• Testing the solution with and without business rules validation
• Conclusion highlighting the benefits of the solution