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

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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AWS Machine Learning Blog

FEBRUARY 21, 2025

Generative AI is revolutionizing enterprise automation, enabling AI systems to understand context, make decisions, and act independently. Generative AI foundation models (FMs), with their ability to understand context and make decisions, are becoming powerful partners in solving sophisticated business problems.

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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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AWS Machine Learning Blog

JUNE 12, 2024

For more information, see Amazon Q Business, now generally available, helps boost workforce productivity with generative AI. If you already have an OAuth-compatible IdP, you can use it instead of setting an Amazon Cognito user pool. This post demonstrates how to build a custom UI for Amazon Q Business.

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AWS Machine Learning Blog

DECEMBER 18, 2024

Many enterprise customers across various industries are looking to adopt Generative AI to drive innovation, user productivity, and enhance customer experience. When you use identity federation, you can manage users with your enterprise identity provider (IdP) and use IAM to authenticate users when they sign in to Amazon Q Business.

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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

JULY 25, 2024

This allows you to create your generative AI solution with minimal configuration. Streamline content creation – Amazon Q can assist in generating drafts, outlines, and even complete content pieces (such as reports, articles, or presentations) by drawing on the knowledge and data stored in SharePoint.

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AWS Machine Learning Blog

JULY 17, 2024

Amazon Q Business is a fully managed, secure, generative-AI powered enterprise chat assistant that enables natural language interactions with your organization’s data. compliant identity provider (IdP) configured in the same AWS Region as your Amazon Q Business application. AWS IAM Identity Center as the SAML 2.0-compliant

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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. && zip -r sharplayer.zip.

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AWS Machine Learning Blog

NOVEMBER 13, 2024

The global intelligent document processing (IDP) market size was valued at $1,285 million in 2022 and is projected to reach $7,874 million by 2028 ( source ). This delay is normal because the folder is generated when the job is complete and the results are saved.

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AWS Machine Learning Blog

OCTOBER 23, 2024

The landscape of enterprise application development is undergoing a seismic shift with the advent of generative AI. This innovative platform empowers employees, regardless of their coding skills, to create generative AI processes and applications through a low-code visual designer.

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AWS Machine Learning Blog

JULY 18, 2024

By providing access to these advanced models through a single API and supporting the development of generative AI applications with an emphasis on security, privacy, and responsible AI, Amazon Bedrock enables you to use AI to explore new avenues for innovation and improve overall offerings.

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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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AWS Machine Learning Blog

OCTOBER 10, 2024

Data source contains irreconcilable identities Amazon Q Business requires all users to authenticate with an enterprise-approved identity provider (IdP). After successful authentication, Amazon Q Business uses the IdP-provided user identifier to match against the user identifier fetched from the data source during ACL crawling.

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AWS Machine Learning Blog

DECEMBER 17, 2024

Amazon Bedrock Data Automation in public preview helps address these and other challenges. With Amazon Bedrock Data Automation, customers can fully utilize their data by extracting insights from their unstructured multimodal content in a format compatible with their applications.

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Robot Writers AI

MARCH 24, 2024

” *Apple Mulls iPhone Upgrade: Is that an Automated Writing Device in Your Pocket — Or Are You Just Happy to See Me?: Observes lead writer Tripp Mickle: “Tim Cook, Apple’s chief executive, has promised investors that the company will introduce new generative AI capabilities this year. Ergo, its name, OpenAI.

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AWS Machine Learning Blog

OCTOBER 29, 2024

However, the rise of intelligent document processing (IDP), which uses the power of artificial intelligence and machine learning (AI/ML) to automate the extraction, classification, and analysis of data from various document types is transforming the game. Results of the extraction and analysis are stored in Amazon S3.

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AWS Machine Learning Blog

NOVEMBER 22, 2024

Amazon Q Business is a conversational assistant powered by generative AI that enhances workforce productivity by answering questions and completing tasks based on information in your enterprise systems, which each user is authorized to access. illustrate how the administrators can automate Steps 2 and 3 using AWS APIs.

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Flipboard

MARCH 21, 2025

SageMaker Unified Studio provides a unified experience for using data, analytics, and AI capabilities. You can use familiar AWS services for model development, generative AI, data processing, and analyticsall within a single, governed environment. Set up your IdP and synchronize identities and groups with IAM Identity Center.

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