IDP ML Software Development 
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.
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
MARCH 21, 2025
Seamless integration and enhanced user experience: Better integration between ITSM processes, project management, and software development streamlines operations. He is part of the AI/ML community at AWS and designs Generative AI and Intelligent Document Processing(IDP) solutions.
AWS Machine Learning Blog
OCTOBER 31, 2024
The web application that the user uses to retrieve answers is connected to an identity provider (IdP) or AWS IAM Identity Center. The user’s credentials from the IdP or IAM Identity Center are referred to here as the federated user credentials. compliant IdP, such as Okta, Entra ID, or Ping Identity. Vineet Kachhawaha is a Sr.
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. Software Development Engineer for Amazon Q. Dipti Kulkarni is a Sr.
AWS Machine Learning Blog
AUGUST 8, 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. Enter a prompt in the Amazon Q Business AI assistant at the bottom, such as “What AWS AI/ML service can I use to convert text from one language to another?” You can also try your own prompts.
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.
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