Intelligent document processing at scale with generative AI and Amazon Bedrock Data Automation
Machine Learning Blog
This article discusses an intelligent document processing (IDP) solution using Amazon Bedrock Data Automation, which enables automated extraction of insights from unstructured documents across various file types.
- Solution uses AWS services like Step Functions, Lambda, S3, and Amazon Bedrock for document processing
- Supports multiple parsing modes: Amazon Bedrock Data Automation, Amazon Textract, and Amazon Bedrock Foundation Models
- Provides a web application for users to upload documents and define extraction attributes
- Demonstrates use cases like analyzing financial documents and processing customer emails
- Cost-effective with transparent pricing depending on document size and parsing method
The solution offers a flexible, scalable approach to intelligent document processing, handling complex documents with generative AI technologies.
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