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Scalable intelligent document processing using Amazon Bedrock Data Automation

Amazon Augmented AI, Amazon Bedrock, Amazon Bedrock Data Automation, Amazon Comprehend, Amazon SageMaker AI, Amazon SageMaker Ground Truth, Amazon Textract /

Intelligent document processing (IDP) is a technology to automate the extraction, analysis, and interpretation of critical information from a wide range of documents. By using advanced machine learning (ML) and natural language processing algorithms, IDP solutions can efficiently extract and process structured data from unstructured text, streamlining document-centric workflows. When enhanced with generative AI capabilities, […]

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Use generative AI in Amazon Bedrock for enhanced recommendation generation in equipment maintenance

Amazon Bedrock, Amazon Bedrock Knowledge Bases, Amazon Nova, Amazon SageMaker Ground Truth, Experience-Based Acceleration, Generative AI, Manufacturing, Recommendation Engine, Technical How-to /

In the manufacturing world, valuable insights from service reports often remain underutilized in document storage systems. This post explores how Amazon Web Services (AWS) customers can build a solution that automates the digitisation and extraction of crucial information from many reports using generative AI. The solution uses Amazon Nova Pro on Amazon Bedrock and Amazon

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How AWS Prototyping enabled ICL-Group to build computer vision models on Amazon SageMaker

Amazon SageMaker, Amazon SageMaker Ground Truth, Best Practices, Customer Solutions, Technical How-to /

This is a customer post jointly authored by ICL and AWS employees. ICL is a multi-national manufacturing and mining corporation based in Israel that manufactures products based on unique minerals and fulfills humanity’s essential needs, primarily in three markets: agriculture, food, and engineered materials. Their mining sites use industrial equipment that has to be monitored

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