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Introducing Visa Intelligent Commerce on AWS: Enabling agentic commerce with Amazon Bedrock AgentCore

Introducing Visa Intelligent Commerce on AWS: Enabling agentic commerce with Amazon Bedrock AgentCore

This post is cowritten with Sangeetha Bharath and Seemal Zaman from Visa. Across every industry, agentic AI is redefining how work gets done by shifting digital experiences from manual, user-driven interactions to autonomous, outcome-driven workflows. Unlike traditional AI systems that merely answer questions or provide suggestions, agentic AI introduces intelligent agents capable of reasoning, acting, …

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Move Beyond Chain-of-Thought with Chain-of-Draft on Amazon Bedrock

Move Beyond Chain-of-Thought with Chain-of-Draft on Amazon Bedrock

As organizations scale their generative AI implementations, the critical challenge of balancing quality, cost, and latency becomes increasingly complex. With inference costs dominating 70–90% of large language model (LLM) operational expenses, and verbose prompting strategies inflating token volume by 3–5x, organizations are actively seeking more efficient approaches to model interaction. Traditional prompting methods, while effective, …

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Deploy Mistral AI’s Voxtral on Amazon SageMaker AI

Deploy Mistral AI’s Voxtral on Amazon SageMaker AI

Mistral AI’s Voxtral models combine text and audio processing capabilities in a single framework. The Voxtral family includes two distinct variants designed for different use cases and resource requirements. The Voxtral-Mini-3B-2507 is a compact 3-billion-parameter model optimized for efficient audio transcription and basic multimodal understanding, making it ideal for applications where speed and resource efficiency …

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Enhance document analytics with Strands AI Agents for the GenAI IDP Accelerator

Enhance document analytics with Strands AI Agents for the GenAI IDP Accelerator

Extracting structured information from unstructured data is a critical first step to unlocking business value. Our Generative AI Intelligent Document Processing (GenAI IDP) Accelerator has been at the forefront of this transformation, already having processed tens of millions of documents for hundreds of customers. Although organizations can use intelligent document processing (IDP) solutions to digitize …

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Build a multimodal generative AI assistant for root cause diagnosis in predictive maintenance using Amazon Bedrock

Build a multimodal generative AI assistant for root cause diagnosis in predictive maintenance using Amazon Bedrock

Predictive maintenance is a strategy that uses data from equipment sensors and advanced analytics to predict when a machine is likely to fail, ensuring maintenance can be performed proactively to prevent breakdowns. This enables industries to reduce unexpected failures, improve operational efficiency, and extend the lifespan of critical equipment. It is applicable across a wide range of components, …

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Introducing SOCI indexing for Amazon SageMaker Studio: Faster container startup times for AI/ML workloads

Introducing SOCI indexing for Amazon SageMaker Studio: Faster container startup times for AI/ML workloads

Today, we are excited to introduce a new feature for SageMaker Studio: SOCI (Seekable Open Container Initiative) indexing. SOCI supports lazy loading of container images, where only the necessary parts of an image are downloaded initially rather than the entire container. SageMaker Studio serves as a web Integrated Development Environment (IDE) for end-to-end machine learning (ML) development, …

Introducing SOCI indexing for Amazon SageMaker Studio: Faster container startup times for AI/ML workloads Read More »

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