How SnapLogic built a text-to-pipeline application with Amazon Bedrock to translate business intent into action

Favorite This post was co-written with Greg Benson, Chief Scientist; Aaron Kesler, Sr. Product Manager; and Rich Dill, Enterprise Solutions Architect from SnapLogic. Many customers are building generative AI apps on Amazon Bedrock and Amazon CodeWhisperer to create code artifacts based on natural language. This use case highlights how large

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Shared by AWS Machine Learning November 25, 2023

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

Favorite An intelligent document processing (IDP) project typically combines optical character recognition (OCR) and natural language processing (NLP) to automatically read and understand documents. Customers across all industries run IDP workloads on AWS to deliver business value by automating use cases such as KYC forms, tax documents, invoices, insurance claims,

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Shared by AWS Machine Learning November 23, 2023

Build well-architected IDP solutions with a custom lens – Part 5: Cost optimization

Favorite Building a production-ready solution in the cloud involves a series of trade-off between resources, time, customer expectation, and business outcome. The AWS Well-Architected Framework helps you understand the benefits and risks of decisions you make while building workloads on AWS. An intelligent document processing (IDP) project usually combines optical

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Shared by AWS Machine Learning November 23, 2023

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

Favorite When a customer has a production-ready intelligent document processing (IDP) workload, we often receive requests for a Well-Architected review. To build an enterprise solution, developer resources, cost, time and user-experience have to be balanced to achieve the desired business outcome. The AWS Well-Architected Framework provides a systematic way for

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Shared by AWS Machine Learning November 23, 2023