Artificial Intelligence, Automation and IDP - Artificial Intelligence Zone

Enhancing healthcare documentation with IDP

AI News

SEPTEMBER 26, 2024

Intelligent document processing and its importance Intelligent document processing is a more advanced type of automation based on AI technology, machine learning, natural language processing, and optical character recognition to collect, process, and organise data from multiple forms of paperwork.

IDP

IDP Big Data Natural Language Processing Automation

AI helps prevent fraud with intelligent document processing

AI News

FEBRUARY 17, 2025

Automated document fraud detection powered by AI offers a proactive solution, letting businesses to verify documents in real-time, detect anomalies, and prevent fraud before it occurs. Here is where AI-powered intelligent document processing (IDP) is changing the game. This is where intelligent document processing comes in.

IDP

IDP Machine Learning Automation AI

Agentic AI: The Future of Autonomous Decision-Making

Unite.AI

JANUARY 17, 2025

We are inherently lazy, always seeking ways to automate even the most minor tasks. True automation means not having to lift a finger to get things done. Their strength lies in automating repetitive tasks by simulating human interaction with UIs; however, as we move toward an agentic approach paradigm shifts significantly.

IDP

IDP Automation Robotics AI

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Build well-architected IDP solutions with a custom lens – Part 3: Reliability

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.

IDP

IDP Automation Machine Learning ML

Build well-architected IDP solutions with a custom lens – Part 1: Operational excellence

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.

IDP

IDP Data Extraction Machine Learning Auto-classification

Build well-architected IDP solutions with a custom lens – Part 2: Security

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.

IDP

IDP Machine Learning Natural Language Processing ML

Build well-architected IDP solutions with a custom lens – Part 4: Performance efficiency

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.

IDP

IDP ML Machine Learning Automation

Streamline financial workflows with generative AI for email automation

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.

Automation

Automation IDP Generative AI Data Extraction

Platform Engineering: Streamlining Modern Software Development

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.

Software Development

Software Development IDP Automation Software Engineer

Automate derivative confirms processing using AWS AI services for the capital markets industry

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.

Automation

Automation IDP ML AI

Aditya K Sood, VP of Security Engineering and AI Strategy, Aryaka – Interview Series

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

AI Strategy Automation AI AI

Configure Amazon Q Business with AWS IAM Identity Center trusted identity propagation

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.

IDP

IDP Automation Auto-complete Generative AI

Cost-effective document classification using the Amazon Titan Multimodal Embeddings Model

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.

IDP

IDP Software Engineer Metadata Categorization

Access Snowflake data using OAuth-based authentication in Amazon SageMaker Data Wrangler

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.

IDP

IDP Data Scientist Categorization Data Quality

Enhancing AWS intelligent document processing with generative AI

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.

IDP

IDP Generative AI AI AI

How To Use AI To Automate Document Processing

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.

Automation

Automation IDP NLP Natural Language Processing

Intelligent document processing with Amazon Textract, Amazon Bedrock, and LangChain

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.

IDP

IDP LLM Prompt Engineer Prompt Engineering

Build a custom UI for Amazon Q Business

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.

IDP

IDP Artificial Intelligence Artificial Intelligence Big Data

Intelligent Document Processing with AWS AI Services and Amazon Bedrock

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.

IDP

IDP LLM Large Language Models AI

MDaudit uses AI to improve revenue outcomes for healthcare customers

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.

IDP

IDP Machine Learning Natural Language Processing Automation

Find answers accurately and quickly using Amazon Q Business with the SharePoint Online connector

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.

IDP

IDP Metadata Generative AI Software Development

Derive meaningful and actionable operational insights from AWS Using Amazon Q Business

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.

IDP

IDP Automation Data Ingestion Generative AI

Using natural language in Amazon Q Business: From searching and creating ServiceNow incidents and knowledge articles to generating insights

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.

Natural Language Processing

Natural Language Processing Generative AI IDP LLM

AI in Cybersecurity

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.

IDP

IDP Machine Learning AI AI

How the UNDP Independent Evaluation Office is using AWS AI/ML services to enhance the use of evaluation to support progress toward the Sustainable Development Goals

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).

ML

ML Metadata Data Ingestion Data Extraction

Scalable intelligent document processing using Amazon Bedrock

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

IDP NLP Natural Language Processing Generative AI

Three Ways AI Overcomes Customs Delays

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.

IDP

IDP Automation AI AI

Multilingual content processing using Amazon Bedrock and Amazon A2I

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.

IDP

IDP Machine Learning Python ML

Unlocking generative AI for enterprises: How SnapLogic powers their low-code Agent Creator using Amazon Bedrock

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!

Generative AI

Generative AI IDP LLM Automation

Intelligent document processing using Amazon Bedrock and Anthropic Claude

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.

IDP

IDP Generative AI Automation Data Extraction

New – No-code generative AI capabilities now available in Amazon SageMaker Canvas

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.

Generative AI

Generative AI IDP DevOps Machine Learning

Best 3 internal developer portals of 2025

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.

IDP

IDP Software Development Automation AI

Automate document processing with Amazon Bedrock Prompt Flows (preview)

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.

Automation

Automation IDP Prompt Engineer Prompt Engineering

Simplify multimodal generative AI with Amazon Bedrock Data Automation

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.

Automation

Automation IDP Generative AI Data Extraction

Artificial Intelligence Zone

Enhancing healthcare documentation with IDP

AI helps prevent fraud with intelligent document processing

Webinars

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Agentic AI: The Future of Autonomous Decision-Making

Webinars

Build well-architected IDP solutions with a custom lens – Part 3: Reliability

Build well-architected IDP solutions with a custom lens – Part 1: Operational excellence

Build well-architected IDP solutions with a custom lens – Part 2: Security

Build well-architected IDP solutions with a custom lens – Part 4: Performance efficiency

Streamline financial workflows with generative AI for email automation

Platform Engineering: Streamlining Modern Software Development

Automate derivative confirms processing using AWS AI services for the capital markets industry

Aditya K Sood, VP of Security Engineering and AI Strategy, Aryaka – Interview Series

Configure Amazon Q Business with AWS IAM Identity Center trusted identity propagation

Cost-effective document classification using the Amazon Titan Multimodal Embeddings Model

Access Snowflake data using OAuth-based authentication in Amazon SageMaker Data Wrangler

Enhancing AWS intelligent document processing with generative AI

How To Use AI To Automate Document Processing

Intelligent document processing with Amazon Textract, Amazon Bedrock, and LangChain

Build a custom UI for Amazon Q Business

Intelligent Document Processing with AWS AI Services and Amazon Bedrock

MDaudit uses AI to improve revenue outcomes for healthcare customers

Find answers accurately and quickly using Amazon Q Business with the SharePoint Online connector

Derive meaningful and actionable operational insights from AWS Using Amazon Q Business

Using natural language in Amazon Q Business: From searching and creating ServiceNow incidents and knowledge articles to generating insights

AI in Cybersecurity

How the UNDP Independent Evaluation Office is using AWS AI/ML services to enhance the use of evaluation to support progress toward the Sustainable Development Goals

Scalable intelligent document processing using Amazon Bedrock

Three Ways AI Overcomes Customs Delays

Multilingual content processing using Amazon Bedrock and Amazon A2I

Unlocking generative AI for enterprises: How SnapLogic powers their low-code Agent Creator using Amazon Bedrock

Intelligent document processing using Amazon Bedrock and Anthropic Claude

New – No-code generative AI capabilities now available in Amazon SageMaker Canvas

Best 3 internal developer portals of 2025

Automate document processing with Amazon Bedrock Prompt Flows (preview)

Simplify multimodal generative AI with Amazon Bedrock Data Automation

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