AI News

SEPTEMBER 26, 2024

Intelligent document processing and its importance Intelligent document processing is a more advanced type of automation based on AI technology, machine learning, natural language processing, and optical character recognition to collect, process, and organise data from multiple forms of paperwork.

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IDP Big Data Natural Language Processing Automation 299

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.

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IDP Data Extraction Machine Learning ML 120

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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IDP Automation Machine Learning ML 117

AWS Machine Learning Blog

JUNE 26, 2024

Intelligent document processing (IDP) applies AI/ML techniques to automate data extraction from documents. Using IDP can reduce or eliminate the requirement for time-consuming human reviews. IDP has the power to transform the way capital market back-office operations work.

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Automation IDP ML AI 119

Topbots

APRIL 4, 2024

Now, AI has evolved to understand and process complex document structures, making it an indispensable tool in modern business environments. In the past, Optical Character Recognition (OCR) and Natural Language Processing (NLP) were the main technologies used for document automation. IDP steps up the game.

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Automation IDP NLP Natural Language Processing 59

AWS Machine Learning Blog

JUNE 12, 2024

By using the advanced natural language processing (NLP) capabilities of Anthropic Claude 3 Haiku, our intelligent document processing (IDP) solution can extract valuable data directly from images, eliminating the need for complex postprocessing.

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IDP NLP Natural Language Processing Generative AI 131

AWS Machine Learning Blog

DECEMBER 17, 2024

Developers face significant challenges when using foundation models (FMs) to extract data from unstructured assets. This data extraction process requires carefully identifying models that meet the developers specific accuracy, cost, and feature requirements.

Automation 110

Automation IDP Generative AI Data Extraction 110