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 81

AWS Machine Learning Blog

SEPTEMBER 27, 2023

Solution overview MDaudit built an intelligent document processing (IDP) solution, SmartScan.ai. By using Amazon CloudWatch in the solution, MDaudit monitors metrics, events, and logs throughout the end-to-end solution. After the configuration has been approved, it’s stored and made available for future scans, thus enhancing security.

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AWS Machine Learning Blog

FEBRUARY 14, 2023

In this Lambda function, you will parse the incoming input event to extract the user information, such as the user ID and additional attributes for the user from the Amazon Cognito identity token that is passed in as part of the session attributes in the event object. sessionAttributes”.”idtokenjwt” slot name”.”value”.”interpretedValue”

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Chatbots AI Chatbots Metadata IDP 79

AWS Machine Learning Blog

MAY 24, 2023

Document classification With intelligent document processing (IDP), we can automatically process financial documents using AWS AI services such as Amazon Textract and Amazon Comprehend. In the following sections, we discuss the stages of the process in detail.

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Automation Computer Vision Data Extraction IDP 70

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. Categorizing documents is an important first step in IDP systems.

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IDP Software Engineer Metadata Categorization 100

AWS Machine Learning Blog

MAY 9, 2023

The Condition resource is used to record detailed information about a condition, problem, diagnosis, or other event, situation, issue, or clinical concept that has risen to a level of concern.

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Natural Language Processing IDP NLP Metadata 69

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. marketing materials, newspaper clips, and the list goes on.

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AWS Machine Learning Blog

MARCH 29, 2023

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. This API processes the documents and stores the JSON output files in Amazon S3 for postprocessing. These metrics are used to measure the quality of text extractions.

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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.

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AWS Machine Learning Blog

JANUARY 8, 2024

With AWS intelligent document processing (IDP) using AI services such as Amazon Textract , you can take advantage of industry-leading machine learning (ML) technology to quickly and accurately process data from PDFs or document images (TIFF, JPEG, PNG). The following diagram illustrates the sequence of events within the script.

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IBM Journey to AI blog

AUGUST 31, 2023

Log4j is an open-source logger (maintained by the Apache Software Foundation) that records information and events in a program. Understanding Log4j vulnerabilities Before delving into how to detect and patch Log4Shell, it’s important to understand the nature of the vulnerability. Blocking potential Log4Shell attack traffic.

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AWS Machine Learning Blog

JUNE 19, 2023

Sync your AD users and groups and memberships to AWS Identity Center: If you’re using an identity provider (IdP) that supports SCIM, use the SCIM API integration with IAM Identity Center. The preceding event is logged in AWS CloudTrail with the name AddMemberToGroup. If you are using self-managed AD, you may use AD Connector.

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