Agents as escalators: Real-time AI video monitoring with Amazon Bedrock Agents and video streams

Favorite Organizations deploying video monitoring systems face a critical challenge: processing continuous video streams while maintaining accurate situational awareness. Traditional monitoring approaches that use rule-based detection or basic computer vision frequently miss important events or generate excessive false positives, leading to operational inefficiencies and alert fatigue. In this post, we

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Shared by AWS Machine Learning July 8, 2025

Build a just-in-time knowledge base with Amazon Bedrock

Favorite Software as a service (SaaS) companies managing multiple tenants face a critical challenge: efficiently extracting meaningful insights from vast document collections while controlling costs. Traditional approaches often lead to unnecessary spending on unused storage and processing resources, impacting both operational efficiency and profitability. Organizations need solutions that intelligently scale

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Shared by AWS Machine Learning July 8, 2025

How INRIX accelerates transportation planning with Amazon Bedrock

Favorite This post is co-written with Shashank Saraogi, Nat Gale, and Durran Kelly from INRIX. The complexity of modern traffic management extends far beyond mere road monitoring, encompassing massive amounts of data collected worldwide from connected cars, mobile devices, roadway sensors, and major event monitoring systems. For transportation authorities managing

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Shared by AWS Machine Learning July 8, 2025

Effective cross-lingual LLM evaluation with Amazon Bedrock

Favorite Evaluating the quality of AI responses across multiple languages presents significant challenges for organizations deploying generative AI solutions globally. How can you maintain consistent performance when human evaluations require substantial resources, especially across diverse languages? Many companies find themselves struggling to scale their evaluation processes without compromising quality or

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Shared by AWS Machine Learning July 8, 2025