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

Combat financial fraud with GraphRAG on Amazon Bedrock Knowledge Bases

Favorite Financial fraud detection isn’t just important to banks—it’s essential. With global fraud losses surpassing $40 billion annually and sophisticated criminal networks constantly evolving their tactics, financial institutions face an increasingly complex threat landscape. Today’s fraud schemes operate across multiple accounts, institutions, and channels, creating intricate webs designed specifically to

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Shared by AWS Machine Learning July 8, 2025

Accelerating data science innovation: How Bayer Crop Science used AWS AI/ML services to build their next-generation MLOps service

Favorite The world’s population is expanding at a rapid rate. The growing global population requires innovative solutions to produce food, fiber, and fuel, while restoring natural resources like soil and water and addressing climate change. Bayer Crop Science estimates farmers need to increase crop production by 50% by 2050 to

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Shared by AWS Machine Learning July 8, 2025

Advancing AI agent governance with Boomi and AWS: A unified approach to observability and compliance

Favorite Just as APIs became the standard for integration, AI agents are transforming workflow automation through intelligent task coordination. AI agents are already enhancing decision-making and streamlining operations across enterprises. But as adoption accelerates, organizations face growing complexity in managing them at scale. Organizations struggle with observability and lifecycle management,

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Shared by AWS Machine Learning July 3, 2025