AWS Machine Learning Blog

MARCH 20, 2025

IDP is powering critical workflows across industries and enabling businesses to scale with speed and accuracy. Financial institutions use IDP to automate tax forms and fraud detection , while healthcare providers streamline claims processing and medical record digitization. billion in 2025 to USD 66.68

Automation 113

Automation IDP Generative AI Prompt Engineering 113

AWS Machine Learning Blog

OCTOBER 17, 2024

compliant identity provider (IdP). If this kind of customization is critical to your application and business needs, you can explore custom large language model chatbot designs using Amazon Bedrock or Amazon SageMaker. In this scenario, Amazon Q Business is given the output Amazon S3 bucket as the data source for use in its web app.

Machine Learning 109

Machine Learning Generative AI IDP Chatbots 109

AWS Machine Learning Blog

FEBRUARY 14, 2023

When the user signs in to an Amazon Lex chatbot, user context information can be derived from Amazon Cognito. The Amazon Lex chatbot can be integrated into Amazon Kendra using a direct integration or via an AWS Lambda function. Users will rely on Amazon Cognito to authenticate and gain access to the Amazon Lex chatbot user interface.

Chatbots 95

Chatbots AI Chatbots Metadata IDP 95

AWS Machine Learning Blog

JUNE 12, 2024

The workflow includes the following steps: The user accesses the chatbot application, which is hosted behind an Application Load Balancer. 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 133

IDP Artificial Intelligence Artificial Intelligence Big Data 133

AWS Machine Learning Blog

JULY 17, 2024

In this post, we’re using the APIs for AWS Support , AWS Trusted Advisor , and AWS Health to programmatically access the support datasets and use the Amazon Q Business native Amazon Simple Storage Service (Amazon S3) connector to index support data and provide a prebuilt chatbot web experience. AWS IAM Identity Center as the SAML 2.0-compliant

IDP 120

IDP Automation Data Ingestion Generative AI 120

AWS Machine Learning Blog

NOVEMBER 1, 2024

Overview of ACLs in Amazon Q Business In the context of knowledge management and generative AI chatbot applications, an ACL plays a crucial role in managing who can access information and what actions they can perform within the system. IAM identity provider – Amazon Q Business applications can now federate with an enterprise’s IAM IdP.

IDP 115

IDP Metadata Generative AI AI Chatbots 115