AWS Machine Learning Blog

JUNE 18, 2024

Despite the availability of technology that can digitize and automate document workflows through intelligent automation, businesses still mostly rely on labor-intensive manual document processing. This post explains a generative artificial intelligence (AI) technique to extract insights from business emails and attachments.

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Automation IDP Generative AI Data Extraction 121

Unite.AI

OCTOBER 30, 2024

Platform engineering focuses on designing, developing, and optimizing Internal Developers Platforms (IDPs). IDPs work as an added layer and bridge the gap between developers and underlying infrastructure. Adopting an IDP enables workflow standardizations, self-services in software development, and improved observability in development.

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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. The task can then be passed on to humans to complete a final sort.

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Automation IDP ML AI 117

Unite.AI

JANUARY 29, 2025

Dr. Sood is interested in Artificial Intelligence (AI), cloud security, malware automation and analysis, application security, and secure software design. As AI technologies emerged, I saw their immense potential for transforming cybersecurityfrom automating threat detection to predictive analytics.

AI Strategy 130

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AWS Machine Learning Blog

JULY 30, 2024

Amazon Q Business is a fully managed, permission aware generative artificial intelligence (AI)-powered assistant built with enterprise grade security and privacy features. For example, your web application might use Okta as an external IdP to authenticate a user to view their private conversations from Q Business.

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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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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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IDP Data Scientist Categorization Data Quality 123

AWS Machine Learning Blog

AUGUST 3, 2023

AWS intelligent document processing (IDP), with AI services such as Amazon Textract , allows you to take advantage of industry-leading machine learning (ML) technology to quickly and accurately process data from any scanned document or image. In this post, we share how to enhance your IDP solution on AWS with generative AI.

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Topbots

APRIL 4, 2024

Artificial intelligence (AI) is a game-changer in the automation of these mundane tasks. By leveraging AI, organizations can automate the extraction and interpretation of information from documents to focus more on their core activities. Document processing is an essential yet time-consuming activity in many businesses.

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Automation IDP NLP Natural Language Processing 59

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

JUNE 12, 2024

Amazon Q is a new generative artificial intelligence (AI)-powered assistant designed for work that can be tailored to your business. If you already have an OAuth-compatible IdP, you can use it instead of setting an Amazon Cognito user pool. Amazon Q uses the chat_sync API to carry out the conversation.

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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

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

JULY 25, 2024

Amazon Q Business is a fully managed, generative artificial intelligence (AI)-powered assistant that helps enterprises unlock the value of their data and knowledge. The SharePoint online data source can be optionally connected to an IdP such as Okta or Microsoft Entra ID. This is a manual step-by-step process.

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AWS Machine Learning Blog

JULY 17, 2024

This post shows how to use AWS generative artificial intelligence (AI) services , like Amazon Q Business , with AWS Support cases, AWS Trusted Advisor , and AWS Health data to derive actionable insights based on common patterns, issues, and resolutions while using the AWS recommendations and best practices enabled by support data.

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IDP Automation Data Ingestion Generative AI 126

AWS Machine Learning Blog

DECEMBER 18, 2024

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. This is the recommended method for managing human access to AWS resources and the method used for the purpose of this blog.

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Natural Language Processing Generative AI IDP LLM 95

Pickl AI

SEPTEMBER 17, 2024

Summary : AI is transforming the cybersecurity landscape by enabling advanced threat detection, automating security processes, and adapting to new threats. Introduction In the rapidly evolving landscape of cybersecurity, Artificial Intelligence (AI) has emerged as a powerful tool in the fight against cyber threats.

Machine Learning 52

Machine Learning IDP Algorithm AI 52

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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AWS Machine Learning Blog

JUNE 12, 2024

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading artificial intelligence (AI) startups and Amazon available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case.

IDP 129

IDP NLP Natural Language Processing Generative AI 129

Unite.AI

APRIL 3, 2024

Business leaders who are well-informed on the revolutions in artificial intelligence have already realized that deploying just a foundational model is not versatile enough to fulfill business needs and can even prove a costly, inefficient, and ineffective exercise.

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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 ). By following these steps, you can efficiently process, review, and store documents using a fully automated AWS Cloud-based pipeline.

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AWS Machine Learning Blog

OCTOBER 23, 2024

SnapLogic , a leader in generative integration and automation, has introduced the industry’s first low-code generative AI development platform, Agent Creator , designed to democratize AI capabilities across all organizational levels. This post is cowritten with Greg Benson, Aaron Kesler and David Dellsperger from SnapLogic. Not anymore!

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AWS Machine Learning Blog

JULY 18, 2024

Generative artificial intelligence (AI) not only empowers innovation through ideation, content creation, and enhanced customer service, but also streamlines operations and boosts productivity across various domains. In this post, we show how to develop an IDP solution using Anthropic Claude 3 Sonnet on Amazon Bedrock.

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IDP Generative AI Data Extraction Automation 134

AWS Machine Learning Blog

OCTOBER 10, 2023

SageMaker Canvas is also accessible using single sign-on or other existing identity providers (IdPs) without having to first access the SageMaker console. He works with enterprise customers to build strategic, well-architected solutions and is passionate about automation.

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AI News

MARCH 11, 2025

An internal developer portal (IDP) is a centralised, self-service platform built in organisations to provide developers with everything they need to develop, deploy, and maintain software. From self-service infrastructure provisioning to sophisticated workflow automation, Roadie.io Top 3 Internal Developer Portals 1.

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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. This workflow is shown in the following diagram.

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Automation IDP Prompt Engineer Prompt Engineering 111

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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Automation IDP Generative AI Data Extraction 109