Automation, Events 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

Build well-architected IDP solutions with a custom lens – Part 6: Sustainability

AWS Machine Learning Blog

NOVEMBER 22, 2023

An intelligent document processing (IDP) project typically combines optical character recognition (OCR) and natural language processing (NLP) to automatically read and understand documents. Building a production-ready IDP solution in the cloud requires a series of trade-offs between cost, availability, processing speed, and sustainability.

IDP

IDP Data Ingestion Automation Natural Language Processing

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 Auto-classification Machine Learning

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 Natural Language Processing

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. This post focuses on the Performance Efficiency pillar of the IDP workload.

IDP

IDP ML Machine Learning Automation

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

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. Intelligent automation presents a chance to revolutionize document workflows across sectors through digitization and process optimization.

Automation

Automation IDP Generative AI Data Extraction

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

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.

Automation

Automation IDP ML AI

Simplifying IAM through orchestration

IBM Journey to AI blog

MAY 8, 2024

As a result, the interpretation of the varied risk signals is siloed across different events along the digital user journey. Identity orchestration takes the burden off your administrators by quickly and easily automating processes at scale.

IDP

IDP Automation

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

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

How to detect and patch a Log4J vulnerability

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. Because Log4Shell can hide deep in dependency chains, security teams may supplement automated scans with more hands-on methods, like penetration tests. Threat hunting.

IDP

IDP Automation Continuous Learning AI

MDaudit uses AI to improve revenue outcomes for healthcare customers

AWS Machine Learning Blog

SEPTEMBER 27, 2023

MDaudit recognized that in order to meet its healthcare customers’ unique business challenges, it would benefit from automating its external auditing workflow (EAW) using AI to reduce dependencies on legacy IT frameworks and reduce manual activities needed to manage external payer audits.

IDP

IDP Machine Learning Natural Language Processing Automation

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

Onboard users to Amazon SageMaker Studio with Active Directory group-specific IAM roles

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. The preceding event is logged in AWS CloudTrail with the name AddMemberToGroup. If you are using self-managed AD, you may use AD Connector.

IDP

IDP ML Automation Machine Learning

Dialogue-guided intelligent document processing with foundation models on Amazon SageMaker JumpStart

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.

IDP

IDP LLM Automation Generative AI

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

AWS Machine Learning Blog

JULY 25, 2024

Automate workflows and tasks – Amazon Q can be configured to complete routine tasks and queries (such as generating status reports, answering FAQs, or requesting information) by interacting with the relevant SharePoint data and applications. SharePoint Online is a cloud-based service provided directly from Microsoft.

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

AWS Support provides you with proactive planning and communications, advisory, automation, and cloud expertise to help you achieve business outcomes with increased speed and scale in the cloud. compliant identity provider (IdP) configured in the same AWS Region as your Amazon Q Business application. How can I speed it up?

IDP

IDP Automation Data Ingestion Generative AI

Transform, analyze, and discover insights from unstructured healthcare data using Amazon HealthLake

AWS Machine Learning Blog

MAY 9, 2023

The rapid rate of data generation means that organizations that aren’t investing in document automation risk getting stuck with legacy processes that are manual, slow, error prone, and difficult to scale.

Natural Language Processing

Natural Language Processing IDP NLP Metadata

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. How AI is Revolutionising Cybersecurity AI is transforming the cybersecurity landscape by automating time-consuming tasks, enhancing threat detection, and enabling faster response times.

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

TextractAsyncSNSListener is an AWS Lambda function that handles the Amazon Textract job completion event, and returns the metadata back to the workflow for further processing. This API processes the documents and stores the JSON output files in Amazon S3 for postprocessing. These metrics are used to measure the quality of text extractions.

ML

ML Metadata Data Ingestion Data Extraction

Automate document validation and fraud detection in the mortgage underwriting process using AWS AI services: Part 1

AWS Machine Learning Blog

MAY 24, 2023

In this three-part series, we present a solution that demonstrates how you can automate detecting document tampering and fraud at scale using AWS AI and machine learning (ML) services for a mortgage underwriting use case. Again, the manual consumer lending process has some advantages, such as approving a loan that requires human judgment.

Automation

Automation Computer Vision Data Extraction IDP

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 ). In this stage, we store initial document information in an Amazon DynamoDB table after receiving an Amazon S3 event notification.

IDP

IDP Machine Learning Python Computer Vision

Intelligent document processing using Amazon Bedrock and Anthropic Claude

AWS Machine Learning Blog

JULY 18, 2024

Enterprise customers can unlock significant value by harnessing the power of intelligent document processing (IDP) augmented with generative AI. By infusing IDP solutions with generative AI capabilities, organizations can revolutionize their document processing workflows, achieving exceptional levels of automation and reliability.

IDP

IDP Generative AI Automation Data Extraction

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

Enable or disable ACL crawling safely in Amazon Q Business

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.

IDP

IDP Generative AI Software Development AI

Artificial Intelligence Zone

Enhancing healthcare documentation with IDP

Build well-architected IDP solutions with a custom lens – Part 6: Sustainability

Trending Sources

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

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

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

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

Streamline financial workflows with generative AI for email automation

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

Simplifying IAM through orchestration

Enhancing AWS intelligent document processing with generative AI

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

How to detect and patch a Log4J vulnerability

MDaudit uses AI to improve revenue outcomes for healthcare customers

Intelligent Document Processing with AWS AI Services and Amazon Bedrock

Onboard users to Amazon SageMaker Studio with Active Directory group-specific IAM roles

Dialogue-guided intelligent document processing with foundation models on Amazon SageMaker JumpStart

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

Transform, analyze, and discover insights from unstructured healthcare data using Amazon HealthLake

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

Automate document validation and fraud detection in the mortgage underwriting process using AWS AI services: Part 1

Multilingual content processing using Amazon Bedrock and Amazon A2I

Intelligent document processing using Amazon Bedrock and Anthropic Claude

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

Enable or disable ACL crawling safely in Amazon Q Business

Stay Connected