AWS Machine Learning Blog

JUNE 18, 2024

This represents a major opportunity for businesses to optimize this workflow, save time and money, and improve accuracy by modernizing antiquated manual document handling with intelligent document processing (IDP) on AWS. Data summarization using large language models (LLMs).

Automation 112

Automation IDP Generative AI Data Extraction 112

ODSC - Open Data Science

OCTOBER 27, 2023

With Intelligent Document Processing (IDP) leveraging artificial intelligence (AI), the task of extracting data from large amounts of documents with differing types and structures becomes efficient and accurate. The following diagram is how we visualize these IDP phases.

IDP 98

IDP LLM Large Language Models Data Science 98

AWS Machine Learning Blog

FEBRUARY 21, 2025

The variety of documents in this patient package demonstrates how a modern intelligent document processing solution must be flexible enough to handle different levels of document structure while maintaining consistency and accuracy in data extraction. The following diagram illustrates the solution workflow.

Categorization 81

Categorization IDP Generative AI Automation 81