AWS Machine Learning Blog

MARCH 20, 2025

Today, were excited to announce the general availability of Amazon Bedrock Data Automation , a powerful, fully managed feature within Amazon Bedrock that automate the generation of useful insights from unstructured multimodal content such as documents, images, audio, and video for your AI-powered applications.

Automation 105

Automation IDP Generative AI Prompt Engineer 105

AWS Machine Learning Blog

APRIL 11, 2024

Advances in generative artificial intelligence (AI) have given rise to intelligent document processing (IDP) solutions that can automate the document classification, and create a cost-effective classification layer capable of handling diverse, unstructured enterprise documents.

IDP 129

IDP Software Engineer Metadata Categorization 129

AWS Machine Learning Blog

MARCH 26, 2024

In this post, we show how to automate the accounts payable process using Amazon Textract for data extraction. We also provide a reference architecture to build an invoice automation pipeline that enables extraction, verification, archival, and intelligent search. You can visualize the indexed metadata using OpenSearch Dashboards.

IDP 118

IDP Metadata Data Extraction DevOps 118

AWS Machine Learning Blog

OCTOBER 24, 2023

Document processing has witnessed significant advancements with the advent of Intelligent Document Processing (IDP). With IDP, businesses can transform unstructured data from various document types into structured, actionable insights, dramatically enhancing efficiency and reducing manual efforts.

IDP 137

IDP LLM Prompt Engineer Prompt Engineering 137

AWS Machine Learning Blog

JULY 25, 2024

Automate workflows and tasks – Amazon Q can be configured to complete routine tasks and queries (such as generating status reports, answering FAQs, or requesting information) by interacting with the relevant SharePoint data and applications. Refer to Amazon Q Business SharePoint Online data source connector field mappings for more details.

IDP 108

IDP Metadata Generative AI Software Development 108

AWS Machine Learning Blog

MAY 24, 2023

Intelligent document processing (IDP) is a technology that automates the processing of high volumes of unstructured data, including text, images, and videos. Natural language processing (NLP) is one of the recent developments in IDP that has improved accuracy and user experience.

IDP 93

IDP LLM Automation Generative AI 93

AWS Machine Learning Blog

MARCH 29, 2023

The postprocessing component uses bounding box metadata from Amazon Textract for intelligent data extraction. TextractAsyncSNSListener is an AWS Lambda function that handles the Amazon Textract job completion event, and returns the metadata back to the workflow for further processing.

ML 90

ML Metadata Data Ingestion Data Extraction 90