Cost tracking multi-tenant model inference on Amazon Bedrock

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Organizations serving multiple tenants through AI applications face a common challenge: how to track, analyze, and optimize model usage across different customer segments... Although Amazon Bedrock provides powerful foundation models (FMs) through its Converse API, the true business value emerges when you can connect model interactions to specific tenants, users, and use cases... By passing tenant...

How an infrastructure developer leverages AI certification to drive innovation

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Instead, she proactively pursued the AWS Certified AI Practitioner certification, applying her knowledge to real-world projects... This experience sparked her interest in machine learning (ML) with AWS, leading to a methodical approach to certification: starting with AWS Certified Cloud Practitioner, progressing to AWS Certified AI Practitioner, and most recently AWS Certified Machine Learning En...

Begin your AWS journey with new free AWS Builder Labs learning plan on AWS Skill Builder

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Are you looking to build practical Amazon Web Services (AWS) skills through hands-on experience? We’re excited to announce that we’re offering 10 foundational level hands-on labs for free as part of the new Introduction to AWS Cloud – AWS Builder Labs learning plan... Our new learning plan addresses this need by providing guided, hands-on experience covering fundamental AWS services and rein...

AI judging AI: Scaling unstructured text analysis with Amazon Nova

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But what if AI could not only analyze this feedback but also validate its own work? Welcome to the world of large language model (LLM) jury systems deployed using Amazon Bedrock... As more organizations embrace generative AI, particularly LLMs for various applications, a new challenge has emerged: ensuring that the output from these AI models aligns with human perspectives and is accurate and re...

Building an AI-driven course content generation system using Amazon Bedrock

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The education sector needs efficient, high-quality course material development that can keep pace with rapidly evolving knowledge domains... Increased faculty engagement in manual content creation creates a time deficit for innovation in teaching, inconsistent course material, and a poor experience for both faculty and students... Generative AI–powered systems can significantly reduce the time ...

How Handmade.com modernizes product image and description handling with Amazon Bedrock and Amazon OpenSearch Service

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com is a leading hand-crafts product marketplace, offering unique, seller-contributed items to customers around the world... With over 60,000 products in the catalog and some percentage of listings containing basic descriptions that could be improved for better search and search engine optimization (SEO) performance, the need for automation became evident... As their marketplace scaled, so did the...

AWS Weekly Roundup: Amazon DocumentDB, AWS Lambda, Amazon EC2, and more (August 4, 2025)

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Last week’s launches Here are the launches that got my attention this week: Amazon DocumentDB – Amazon DocumentDB Serverless is now available offering an on-demand, fully managed MongoDB API-compatible document database service... Amazon Q Developer CLI – You can now create custom agents to help you customize the CLI agent to be more effective when performing specialized tasks such a...