AWS Machine Learning Blog

NOVEMBER 22, 2023

An intelligent document processing (IDP) project usually combines optical character recognition (OCR) and natural language processing (NLP) to read and understand a document and extract specific entities or phrases. This IDP Well-Architected Custom Lens provides you the guidance to tackle the common challenges we see in the field.

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AWS Machine Learning Blog

NOVEMBER 22, 2023

When a customer has a production-ready intelligent document processing (IDP) workload, we often receive requests for a Well-Architected review. The IDP Well-Architected Custom Lens in the Well-Architected Tool contains questions regarding each of the pillars. This post focuses on the Performance Efficiency pillar of the IDP workload.

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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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AWS Machine Learning Blog

NOVEMBER 22, 2023

An intelligent document processing (IDP) project usually combines optical character recognition (OCR) and natural language processing (NLP) to read and understand a document and extract specific terms or words. It also provides guidance to tackle common challenges, enabling you to architect your IDP workloads according to best practices.

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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

JANUARY 13, 2025

Manually reviewing and processing this information can be a challenging and time-consuming task, with a margin for potential errors. This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution.

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IDP Generative AI Prompt Engineer Prompt Engineering 99

Flipboard

JANUARY 24, 2025

This is typically done through some sort of an identity provider (IdP) capability like Okta, AWS IAM Identity Center , or Amazon Cognito. This comprehensive security setup addresses LLM10:2025 Unbound Consumption and LLM02:2025 Sensitive Information Disclosure, making sure that applications remain both resilient and secure.

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AWS Machine Learning Blog

OCTOBER 31, 2024

Google Drive supports storing documents such as Emails contain a wealth of information found in different places, such as within the subject of an email, the message content, or even attachments. It can be tailored to specific business needs by connecting to company data, information, and systems through over 40 built-in connectors.

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AWS Machine Learning Blog

MARCH 31, 2023

Intelligent document processing (IDP) with AWS helps automate information extraction from documents of different types and formats, quickly and with high accuracy, without the need for machine learning (ML) skills. For more information, refer to Intelligent document processing with AWS AI services: Part 1.

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AWS Machine Learning Blog

APRIL 30, 2024

Amazon Q Business is a conversational assistant powered by generative artificial intelligence (AI) that enhances workforce productivity by answering questions and completing tasks based on information in your enterprise systems. After validation, a chat session is started with the user. Then we ingest content from Atlassian Confluence.

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AWS Machine Learning Blog

OCTOBER 2, 2024

For example, an AI assistant for employee onboarding could use what it knows about an employee’s work location, department, or job title to provide information that is more relevant to the employee. or OIDC compliant IdP with AWS Identity and Access Management (IAM) to access your Amazon Q Business application.

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AWS Machine Learning Blog

MARCH 21, 2025

Todays organizations face a critical challenge with the fragmentation of vital information across multiple environments. This solution helps streamline information retrieval, enhance collaboration, and significantly boost overall operational efficiency, offering a glimpse into the future of intelligent enterprise information management.

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IBM Journey to AI blog

OCTOBER 24, 2023

For more information, see “ Assigning access for enterprise management. For more information, see “ Opting in to enterprise-managed IAM for new and existing accounts.” For more information, see “ Opting in to enterprise-managed IAM.”

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Flipboard

MARCH 22, 2023

With this new feature, you can use your own identity provider (IdP) such as Okta , Azure AD , or Ping Federate to connect to Snowflake via Data Wrangler. Solution overview In the following sections, we provide steps for an administrator to set up the IdP, Snowflake, and Studio. Provide the users within the IdP access to Data Wrangler.

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AWS Machine Learning Blog

JULY 30, 2024

Consider a client-server application that uses an external identity provider (IdP) to authenticate a user to provide access to an AWS resource that’s private to the user. 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

JUNE 18, 2024

This represents a major opportunity for businesses to optimize this workflow, save time and money, and improve accuracy by modernizing antiquated manual document handling with intelligent document processing (IDP) on AWS. Finding relevant information that is necessary for business decisions is difficult.

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AWS Machine Learning Blog

AUGUST 22, 2024

Amazon Q Business is a conversational assistant powered by generative artificial intelligence (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.

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AWS Machine Learning Blog

SEPTEMBER 8, 2023

Whether you’re in Human Resources looking for specific clauses in employee contracts, or a financial analyst sifting through a mountain of invoices to extract payment data, this solution is tailored to empower you to access the information you need with unprecedented speed and accuracy.

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AWS Machine Learning Blog

APRIL 11, 2024

Manually processing these documents to classify and extract information remains expensive, error prone, and difficult to scale. Categorizing documents is an important first step in IDP systems. For more information, see Amazon Comprehend document classifier adds layout support for higher accuracy.

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AWS Machine Learning Blog

OCTOBER 24, 2023

In today’s information age, the vast volumes of data housed in countless documents present both a challenge and an opportunity for businesses. Document processing has witnessed significant advancements with the advent of Intelligent Document Processing (IDP). However, the potential doesn’t end there.

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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 20, 2024

Whether it’s structured data in databases or unstructured content in document repositories, enterprises often struggle to efficiently query and use this wealth of information. aligned identity provider (IdP). For more information on enabling users in IAM Identity Center, see Add users to your Identity Center directory.

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AWS Machine Learning Blog

JUNE 12, 2024

Amazon Q can help you get fast, relevant answers to pressing questions, solve problems, generate content, and take actions using the data and expertise found in your company’s information repositories and enterprise systems. If you already have an OAuth-compatible IdP, you can use it instead of setting an Amazon Cognito user pool.

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AWS Machine Learning Blog

MARCH 26, 2024

The most important pieces of information such as price, vendor name, vendor address, and payment terms are often not explicitly labeled and have to be interpreted based on context. Additional output information is also available on the AWS CloudFormation console. The second step (extraction) can be complex.

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AWS Machine Learning Blog

OCTOBER 17, 2024

In addition to AWS HealthScribe, we also launched Amazon Q Business , a generative AI-powered assistant that can perform functions such as answer questions, provide summaries, generate content, and securely complete tasks based on data and information that are in your enterprise systems. compliant identity provider (IdP).

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AWS Machine Learning Blog

FEBRUARY 21, 2025

Through a practical use case of processing a patient health package at a doctors office, you will see how this technology can extract and synthesize information from all three document types, potentially improving data accuracy and operational efficiency. For more information, see Create a guardrail.

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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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IDP Generative AI AI AI 88

Unite.AI

JANUARY 29, 2025

With more than 16 years of experience, he provides strategic leadership in information security, covering products and infrastructure. to uncover attacks such as prompt injections, information leakage, and abuse guardrails. Aditya K Sood (Ph.D) is the VP of Security Engineering and AI Strategy at Aryaka.

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ODSC - Open Data Science

OCTOBER 27, 2023

These documents often contain vital information that drives timely decision-making, essential for ensuring top-tier customer satisfaction, and reduced customer churn. In this article, I briefly discuss the various phases of IDP and how generative AI is being utilized to augment existing IDP workloads or develop new IDP workloads.

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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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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. With QRadar EDR, analysts can make quick, informed decisions and use automated alert management to focus on the threats that matter most. Blocking potential Log4Shell attack traffic.

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AWS Machine Learning Blog

FEBRUARY 21, 2025

Amazon Q Business addresses this need as a fully managed generative AI-powered assistant that helps you find information, generate content, and complete tasks using enterprise data. It provides immediate, relevant information while streamlining tasks and accelerating problem-solving. Select the retriever.

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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

With Amazon Q, you can quickly find answers to questions, generate summaries and content, and complete tasks by using the information and expertise stored across your company’s various data sources and enterprise systems.

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AWS Machine Learning Blog

DECEMBER 18, 2024

Generative AIpowered assistants such as Amazon Q Business can be configured to answer questions, provide summaries, generate content, and securely complete tasks based on data and information in your enterprise systems. For more information, see Setting up for Amazon Q Business. See Index types for more information. Choose Next.

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AWS Machine Learning Blog

JANUARY 8, 2024

However, they’re unable to gain insights such as using the information locked in the documents for large language models (LLMs) or search until they extract the text, forms, tables, and other structured data. The AWS CDK construct provides a resilient and flexible framework to process your documents and build an end-to-end IDP pipeline.

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AWS Machine Learning Blog

JULY 24, 2024

Amazon Q Business is a fully managed generative AI-powered assistant that can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in your enterprise systems. The user’s credentials from the IdP or IAM Identity Center are referred to here as the federated user credentials.

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