Remove Automation Remove Explainability Remove IDP
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Streamline financial workflows with generative AI for email automation

AWS Machine Learning Blog

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.

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Platform Engineering: Streamlining Modern Software Development

Unite.AI

This article will explain platform engineering and its benefits and see how it boosts the entire software development cycle. Platform engineering focuses on designing, developing, and optimizing Internal Developers Platforms (IDPs). IDPs work as an added layer and bridge the gap between developers and underlying infrastructure.

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Aditya K Sood, VP of Security Engineering and AI Strategy, Aryaka – Interview Series

Unite.AI

Dr. Sood is interested in Artificial Intelligence (AI), cloud security, malware automation and analysis, application security, and secure software design. As AI technologies emerged, I saw their immense potential for transforming cybersecurityfrom automating threat detection to predictive analytics.

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Access Snowflake data using OAuth-based authentication in Amazon SageMaker Data Wrangler

Flipboard

Data Wrangler simplifies the data preparation and feature engineering process, reducing the time it takes from weeks to minutes by providing a single visual interface for data scientists to select and clean data, create features, and automate data preparation in ML workflows without writing any code. Configure Snowflake.

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Intelligent document processing with Amazon Textract, Amazon Bedrock, and LangChain

AWS Machine Learning Blog

Document processing has witnessed significant advancements with the advent of Intelligent Document Processing (IDP). With IDP, businesses can transform unstructured data from various document types into structured, actionable insights, dramatically enhancing efficiency and reducing manual efforts.

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Intelligent Document Processing with AWS AI Services and Amazon Bedrock

ODSC - Open Data Science

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.

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Orchestrate an intelligent document processing workflow using tools in Amazon Bedrock

AWS Machine Learning Blog

Generative AI is revolutionizing enterprise automation, enabling AI systems to understand context, make decisions, and act independently. At AWS, were using the power of models in Amazon Bedrock to drive automation of complex processes that have traditionally been challenging to streamline. with the guardrail ID you created in Step 3.