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. He is focused on building AI/ML-based products for AWS customers.

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IDP Metadata Data Extraction Automation 90

IBM Journey to AI blog

MAY 8, 2024

Identity orchestration takes the burden off your administrators by quickly and easily automating processes at scale. Orchestration allows more intelligent decision-making and simplifies everything from onboarding to offboarding and enables you to build consistent security policies.

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AWS Machine Learning Blog

MAY 24, 2023

In this three-part series, we present a solution that demonstrates how you can automate detecting document tampering and fraud at scale using AWS AI and machine learning (ML) services for a mortgage underwriting use case. In the following sections, we discuss the stages of the process in detail.

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AWS Machine Learning Blog

SEPTEMBER 8, 2023

The implementation used in this post utilizes the Amazon Textract IDP CDK constructs – AWS Cloud Development Kit (CDK) components to define infrastructure for Intelligent Document Processing (IDP) workflows – which allow you to build use case specific customizable IDP workflows. Testing First test using a sample file.

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IDP Automation Python ML 102

AWS Machine Learning Blog

SEPTEMBER 27, 2023

Working with the top 60+ US healthcare networks, MDaudit needs to be able to scale its artificial intelligence (AI) capabilities to improve end-user productivity to meet growing demand and adapt to the changing healthcare landscape. Solution overview MDaudit built an intelligent document processing (IDP) solution, SmartScan.ai.

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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

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. Building a production-ready IDP solution in the cloud requires a series of trade-offs between cost, availability, processing speed, and sustainability.

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AWS Machine Learning Blog

MAY 9, 2023

The rapid rate of data generation means that organizations that aren’t investing in document automation risk getting stuck with legacy processes that are manual, slow, error prone, and difficult to scale. Conclusion AWS AI services and Amazon HealthLake can help store, transform, query, and analyze insights from unstructured healthcare data.

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IBM Journey to AI blog

MARCH 22, 2024

However, various challenges arise in the QA domain that affect test case inventory, test case automation and defect volume. Test case automation, while beneficial, can pose challenges in terms of selecting appropriate cases, safeguarding proper maintenance and achieving comprehensive coverage.

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ODSC - Open Data Science

OCTOBER 27, 2023

While the industry has been able to achieve some amount of automation through traditional OCR tools, these methods have proven to be brittle, expensive to maintain, and add to technical debt. The following diagram is how we visualize these IDP phases. It often involves manual labor taking time away from critical activities.

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Flipboard

MARCH 22, 2023

Data Wrangler simplifies the data preparation and feature engineering process, reducing the time it takes from weeks to minutes by providing a single visual interface for data scientists to select and clean data, create features, and automate data preparation in ML workflows without writing any code. Configure Snowflake.

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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.

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IDP Software Engineer Metadata Categorization 100

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.

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AWS Machine Learning Blog

MARCH 29, 2023

To address this challenge, the IEO decided to use AI and ML to better mine the evaluation database for lessons and knowledge. Before AIDA, the process to extract evaluative evidence and generate lessons and insights was manual, resource-intensive, and time-consuming. 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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IBM Journey to AI blog

AUGUST 31, 2023

Because Log4Shell can hide deep in dependency chains, security teams may supplement automated scans with more hands-on methods, like penetration tests. With QRadar EDR, analysts can make quick, informed decisions and use automated alert management to focus on the threats that matter most. Threat hunting.

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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. We provide the following sample Lambda function that you can copy and modify to meet your needs for automating the creation of the Studio user profile.

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Robot Writers AI

MARCH 24, 2024

Expert users of multiple AI auto-writers, imagers and video-makers may want to check-out a new service that offers access to all those tools from a single, centralized dashboard. Observes Samanyou Garg, founder, Writesonic: “Our vision has always been to democratize access to advanced AI content creation tools.

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AWS Machine Learning Blog

OCTOBER 10, 2023

We are excited to announce that SageMaker Canvas is expanding its support of ready-to-use models to include foundation models (FMs), enabling you to use generative AI to generate and summarize content. Let’s explore how to use the generative AI capabilities of SageMaker Canvas.

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Generative AI IDP DevOps AI 101