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Build well-architected IDP solutions with a custom lens – Part 6: Sustainability

AWS Machine Learning Blog

NOVEMBER 22, 2023

An intelligent document processing (IDP) project typically combines optical character recognition (OCR) and natural language processing (NLP) to automatically read and understand documents. This post focuses on the Sustainability pillar of the IDP custom lens.

IDP

IDP Data Ingestion Automation Natural Language Processing

Build well-architected IDP solutions with a custom lens – Part 1: Operational excellence

AWS Machine Learning Blog

NOVEMBER 22, 2023

The IDP Well-Architected Lens is intended for all AWS customers who use AWS to run intelligent document processing (IDP) solutions and are searching for guidance on how to build secure, efficient, and reliable IDP solutions on AWS. This post focuses on the Operational Excellence pillar of the IDP solution.

IDP

IDP Data Extraction Auto-classification Machine Learning

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Webinars

Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

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Build well-architected IDP solutions with a custom lens – Part 3: Reliability

AWS Machine Learning Blog

NOVEMBER 22, 2023

The IDP Well-Architected Custom Lens is intended for all AWS customers who use AWS to run intelligent document processing (IDP) solutions and are searching for guidance on how to build a secure, efficient, and reliable IDP solution on AWS. This post focuses on the Reliability pillar of the IDP solution.

IDP

IDP Automation Machine Learning Natural Language Processing

Webinars

Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

MORE WEBINARS

Build well-architected IDP solutions with a custom lens – Part 2: Security

AWS Machine Learning Blog

NOVEMBER 22, 2023

An intelligent document processing (IDP) project usually combines optical character recognition (OCR) and natural language processing (NLP) to read and understand a document and extract specific entities or phrases. This post focuses on the Security pillar of the IDP solution.

IDP

IDP Machine Learning Natural Language Processing ML

Build well-architected IDP solutions with a custom lens – Part 4: Performance efficiency

AWS Machine Learning Blog

NOVEMBER 22, 2023

When a customer has a production-ready intelligent document processing (IDP) workload, we often receive requests for a Well-Architected review. The IDP Well-Architected Custom Lens in the Well-Architected Tool contains questions regarding each of the pillars. This means the system lacks visibility into logs and failures.

IDP

IDP ML Machine Learning Automation

Build well-architected IDP solutions with a custom lens – Part 5: Cost optimization

AWS Machine Learning Blog

NOVEMBER 22, 2023

An intelligent document processing (IDP) project usually combines optical character recognition (OCR) and natural language processing (NLP) to read and understand a document and extract specific terms or words. This post focuses on the Cost Optimization pillar of the IDP solution.

IDP

IDP Auto-classification Machine Learning Auto-complete

Build end-to-end document processing pipelines with Amazon Textract IDP CDK Constructs

AWS Machine Learning Blog

MARCH 31, 2023

Intelligent document processing (IDP) with AWS helps automate information extraction from documents of different types and formats, quickly and with high accuracy, without the need for machine learning (ML) skills. For more information, refer to Intelligent document processing with AWS AI services: Part 1.

IDP

IDP Natural Language Processing Machine Learning Software Engineer

Intelligent document processing with Amazon Textract, Amazon Bedrock, and LangChain

AWS Machine Learning Blog

OCTOBER 24, 2023

In today’s information age, the vast volumes of data housed in countless documents present both a challenge and an opportunity for businesses. Traditional document processing methods often fall short in efficiency and accuracy, leaving room for innovation, cost-efficiency, and optimizations. However, the potential doesn’t end there.

IDP

IDP LLM Prompt Engineer Prompt Engineering

How To Use AI To Automate Document Processing

Topbots

APRIL 4, 2024

Document processing is an essential yet time-consuming activity in many businesses. Every day, countless hours are spent on sorting, filing, and searching for documents. By leveraging AI, organizations can automate the extraction and interpretation of information from documents to focus more on their core activities.

Automation

Automation IDP NLP Natural Language Processing

Intelligent Document Processing with AWS AI Services and Amazon Bedrock

ODSC - Open Data Science

OCTOBER 27, 2023

Companies in sectors like healthcare, finance, legal, retail, and manufacturing frequently handle large numbers of documents as part of their day-to-day operations. These documents often contain vital information that drives timely decision-making, essential for ensuring top-tier customer satisfaction, and reduced customer churn.

IDP

IDP LLM Large Language Models AI

Scalable intelligent document processing using Amazon Bedrock

AWS Machine Learning Blog

JUNE 12, 2024

In today’s data-driven business landscape, the ability to efficiently extract and process information from a wide range of documents is crucial for informed decision-making and maintaining a competitive edge. The Anthropic Claude 3 Haiku model then processes the documents and returns the desired information, streamlining the entire workflow.

IDP

IDP NLP Natural Language Processing Generative AI

Streamline financial workflows with generative AI for email automation

AWS Machine Learning Blog

JUNE 18, 2024

Many companies across all industries still rely on laborious, error-prone, manual procedures to handle documents, especially those that are sent to them by email. Intelligent automation presents a chance to revolutionize document workflows across sectors through digitization and process optimization.

Automation

Automation IDP Generative AI Data Extraction

Dialogue-guided intelligent document processing with foundation models on Amazon SageMaker JumpStart

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

IDP LLM Automation Generative AI

Automate derivative confirms processing using AWS AI services for the capital markets industry

AWS Machine Learning Blog

JUNE 26, 2024

This is because trades involve different counterparties and there is a high degree of variation among documents containing commercial terms (such as trade date, value date, and counterparties). Intelligent document processing (IDP) applies AI/ML techniques to automate data extraction from documents.

Automation

Automation IDP ML AI

MDaudit uses AI to improve revenue outcomes for healthcare customers

AWS Machine Learning Blog

SEPTEMBER 27, 2023

Solution overview MDaudit built an intelligent document processing (IDP) solution, SmartScan.ai. Designed with client-level isolation at the document level, MDaudit customers start by uploading their ADR documents via a web portal to Amazon Simple Storage Service (Amazon S3).

IDP

IDP Machine Learning Natural Language Processing Automation

Transform, analyze, and discover insights from unstructured healthcare data using Amazon HealthLake

AWS Machine Learning Blog

MAY 9, 2023

An estimated 80% of data within organizations is considered to be unstructured or “dark” data that is locked inside text, emails, PDFs, and scanned documents. For our solution, we process a small sample of documents through Amazon Textract and load that extracted data as appropriate FHIR resources in Amazon HealthLake.

Natural Language Processing

Natural Language Processing IDP NLP Metadata

How the UNDP Independent Evaluation Office is using AWS AI/ML services to enhance the use of evaluation to support progress toward the Sustainable Development Goals

AWS Machine Learning Blog

MARCH 29, 2023

Even though evaluations are guided by the UNDP Evaluation Guideline, there is no standard written format for these evaluations, and the aforementioned sections may occur at different locations in the document, or not all of them may exist. Amazon Textract is used to extract data from PDF documents.

ML Metadata Data Ingestion Data Extraction

Multilingual content processing using Amazon Bedrock and Amazon A2I

AWS Machine Learning Blog

NOVEMBER 13, 2024

The market size for multilingual content extraction and the gathering of relevant insights from unstructured documents (such as images, forms, and receipts) for information processing is rapidly increasing. These languages might not be supported out of the box by existing document extraction software.

IDP

IDP Machine Learning Python Computer Vision

Unlocking generative AI for enterprises: How SnapLogic powers their low-code Agent Creator using Amazon Bedrock

AWS Machine Learning Blog

OCTOBER 23, 2024

This intuitive platform enables the rapid development of AI-powered solutions such as conversational interfaces, document summarization tools, and content generation apps through a drag-and-drop interface. The IDP solution uses the power of LLMs to automate tedious document-centric processes, freeing up your team for higher-value work.

Generative AI

Generative AI IDP LLM Automation

Build well-architected IDP solutions with a custom lens – Part 6: Sustainability

Build well-architected IDP solutions with a custom lens – Part 1: Operational excellence

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Trending Sources

Build well-architected IDP solutions with a custom lens – Part 3: Reliability

Webinars

Build well-architected IDP solutions with a custom lens – Part 2: Security

Build well-architected IDP solutions with a custom lens – Part 4: Performance efficiency

Build well-architected IDP solutions with a custom lens – Part 5: Cost optimization

Build end-to-end document processing pipelines with Amazon Textract IDP CDK Constructs

Intelligent document processing with Amazon Textract, Amazon Bedrock, and LangChain

How To Use AI To Automate Document Processing

Intelligent Document Processing with AWS AI Services and Amazon Bedrock

Scalable intelligent document processing using Amazon Bedrock

Streamline financial workflows with generative AI for email automation

Dialogue-guided intelligent document processing with foundation models on Amazon SageMaker JumpStart

Automate derivative confirms processing using AWS AI services for the capital markets industry

MDaudit uses AI to improve revenue outcomes for healthcare customers

Transform, analyze, and discover insights from unstructured healthcare data using Amazon HealthLake

How the UNDP Independent Evaluation Office is using AWS AI/ML services to enhance the use of evaluation to support progress toward the Sustainable Development Goals

Multilingual content processing using Amazon Bedrock and Amazon A2I

Unlocking generative AI for enterprises: How SnapLogic powers their low-code Agent Creator using Amazon Bedrock

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