Data Extraction IDP ML 
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.
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.
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AWS Machine Learning Blog
JANUARY 13, 2025
This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution. Enhancing the capabilities of IDP is the integration of generative AI, which harnesses large language models (LLMs) and generative techniques to understand and generate human-like text.
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). Data summarization using large language models (LLMs).
AWS Machine Learning Blog
MARCH 26, 2024
The traditional approach of using human reviewers to extract the data is time-consuming, error-prone, and not scalable. In this post, we show how to automate the accounts payable process using Amazon Textract for data extraction. To learn more about IDP, refer to the IDP with AWS AI services Part 1 and Part 2 posts.
AWS Machine Learning Blog
JUNE 26, 2024
Artificial intelligence and machine learning (AI/ML) technologies can assist capital market organizations overcome these challenges. Intelligent document processing (IDP) applies AI/ML techniques to automate data extraction from documents. Sovik Kumar Nath is an AI/ML solution architect with AWS.
AWS Machine Learning Blog
MARCH 29, 2023
In this post, we discuss how the IEO developed UNDP’s artificial intelligence and machine learning (ML) platform—named Artificial Intelligence for Development Analytics (AIDA)— in collaboration with AWS, UNDP’s Information and Technology Management Team (UNDP ITM), and the United Nations International Computing Centre (UNICC).
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