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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Unite.AI

JUNE 22, 2023

Use Intrusion Detection and Prevention Systems (IDPS) Another effective way to protect your business from cyberattacks is implementing an intrusion detection and prevention system (IDPS). An IDPS monitors network traffic for malicious activity and alerts you about suspicious activities.

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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. This is where IDP on AWS comes in. These challenges are only magnified as teams deal with large document volumes.

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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

APRIL 30, 2024

You can configure IAM Identity Center to use your enterprise identity provider (IdP)—such as Okta or Microsoft Entra ID—as the identity source. When using an external IdP such as Okta, users and groups are first provisioned in the IdP and then automatically synchronized with the IAM Identity Center instance using the SCIM protocol.

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AWS Machine Learning Blog

OCTOBER 2, 2024

or OIDC compliant IdP with AWS Identity and Access Management (IAM) to access your Amazon Q Business application. If not already authenticated, the user is redirected to the IdP configured for the Amazon Q Business application. After the user authenticates with the IdP, they’re redirected back to the client with an authorization code.

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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

AUGUST 22, 2024

If you want to use Amazon Q Business to build enterprise generative AI applications, and have yet to adopt organization-wide use of AWS IAM Identity Center , you can use Amazon Q Business IAM Federation to directly manage user access to Amazon Q Business applications from your enterprise identity provider (IdP), such as Okta or Ping Identity.

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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

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. By examining the various stages of the IDP pipeline, you can enhance your own IDP pipeline with LLM workflows.

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Unite.AI

APRIL 3, 2024

This strategy was adopted by global brewery group Carlsberg, who saved over 140 hours of work per month using intelligent document processing (IDP). Intelligent Document Processing (IDP) is your tool to maintain control of your document multiverse, ensuring every step of documentation is in perfect compliance.

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IBM Journey to AI blog

OCTOBER 24, 2023

Add a trust relationship to dynamically add the SRE team to the trusted profile based on your Identity provider (IdP): This will be based on the claims available by your IdP: 3. Click Create to create a trusted profile template for the SRE team: 2.

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IDP 209

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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AWS Machine Learning Blog

MARCH 26, 2024

This post uses the Amazon Textract IDP CDK constructs (AWS CDK components to define infrastructure for intelligent document processing (IDP) workflows), which allows you to build use case-specific, customizable IDP workflows. To learn more about IDP, refer to the IDP with AWS AI services Part 1 and Part 2 posts.

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IBM Journey to AI blog

MAY 8, 2024

IBM Security Verify identity orchestration enables organizations to bring their existing tools to apply consistent, continuous and contextual orchestration across all identity journeys.It

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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

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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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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Automation IDP Prompt Engineering Prompt Engineer 118

IBM Journey to AI blog

MARCH 22, 2024

Defect Predict (IDP): Assesses and predicts defect trend in a test cycle aiding better planning and test management. Defect Analytics (IDA): Designed using defect reduction methodology that understands the semantics of the defects and provides prevention recommendations to reduce them further.

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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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AWS Machine Learning Blog

JUNE 12, 2024

This solution uses an Amazon Cognito user pool as an OAuth-compatible identity provider (IdP), which is required in order to exchange a token with AWS IAM Identity Center and later on interact with the Amazon Q Business APIs. If you already have an OAuth-compatible IdP, you can use it instead of setting an Amazon Cognito user pool.

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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

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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SAS Software

OCTOBER 24, 2024

Intelligent Document Processing (IDP), also known as Document Intelligence, addresses those challenges among other benefits. Managing the explosion of paper documents is complicated and expensive. The post Document Intelligence: The Next Big Thing in AI appeared first on SAS Blogs.

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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). Now on to our second solution for documents at scale.

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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

A document’s ACL contains information such as the user’s email address and the local groups or federated groups (if Microsoft SharePoint is integrated with an identity provider (IdP) such as Azure Active Directory/Entra ID) that have access to the document.

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IBM Journey to AI blog

AUGUST 31, 2023

Security teams can use web application firewalls (WAFs), intrusion detection and prevention systems (IDPS), EDRs, and other cybersecurity tools to intercept traffic to and from attacker-controlled servers by blocking commonly used protocols like LDAP or RMI. Blocking potential Log4Shell attack traffic.

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AWS Machine Learning Blog

SEPTEMBER 27, 2023

Solution overview MDaudit built an intelligent document processing (IDP) solution, SmartScan.ai. In this post, we discuss MDaudit’s solution to this challenge, the benefits for their customers, and the architecture involved.

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Topbots

APRIL 4, 2024

Switching from the old-school combo of OCR and basic NLP to the smarter duo of Intelligent Document Processing (IDP) and Large Language Models (LLMs) makes handling documents a breeze. IDP steps up the game. How They Come Together IDP analyzes the text, figuring out what’s important based on the document’s structure and content.

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AWS Machine Learning Blog

NOVEMBER 1, 2024

External identity provider – Choose this option if you want to manage users in other external identity providers (IdPs) through the SAML 2.0 IAM identity provider – Amazon Q Business applications can now federate with an enterprise’s IAM IdP. standard, such as Okta.

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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. To do so, open your IdP and add a user to one of the AD groups with the Studio execution role mapped.

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ODSC - Open Data Science

NOVEMBER 16, 2023

Intelligent Document Processing with AWS, Mastering Data Visualization, GPT-4 Turbo, and ODSC West Keynote Recaps Intelligent Document Processing with AWS AI Services and Amazon Bedrock In this article, we 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

JULY 24, 2024

The web application that the user uses to retrieve answers would be connected to an identity provider (IdP) or the AWS IAM Identity Center. The user’s credentials from the IdP or IAM Identity Center are referred to here as the federated user credentials.

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AWS Machine Learning Blog

OCTOBER 17, 2024

compliant identity provider (IdP). In this scenario, Amazon Q Business is given the output Amazon S3 bucket as the data source for use in its web app. Prerequisites AWS IAM Identity Center will be used as the SAML 2.0-compliant You’ll need to enable an IAM Identity Center instance.

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AWS Machine Learning Blog

JULY 17, 2024

compliant identity provider (IdP) configured in the same AWS Region as your Amazon Q Business application. Prerequisites For this solution to work, the following prerequisites are needed: An AWS Support plan such as Business, Enterprise On-Ramp, or Enterprise Support to access the AWS Support API. AWS IAM Identity Center as the SAML 2.0-compliant

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AWS Machine Learning Blog

APRIL 11, 2023

When this API is invoked, the custom AWS Lambda authorizer is triggered to validate the token with the identity provider (IdP), and returns the proper permissions for the user. The user calls the API to access Studio and includes the token in the request. After the call is authorized, a Lambda function is triggered.

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