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Build an intelligent multi-agent business expert using Amazon Bedrock

Build an intelligent multi-agent business expert using Amazon Bedrock

In this post, we demonstrate how to build a multi-agent system using multi-agent collaboration in Amazon Bedrock Agents to solve complex business questions in the biopharmaceutical industry. We show how specialized agents in research and development (R&D), legal, and finance domains can work together to provide comprehensive business insights by analyzing data from multiple sources. …

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Driving cost-efficiency and speed in claims data processing with Amazon Nova Micro and Amazon Nova Lite

Driving cost-efficiency and speed in claims data processing with Amazon Nova Micro and Amazon Nova Lite

Amazon operations span the globe, touching the lives of millions of customers, employees, and vendors every day. From the vast logistics network to the cutting-edge technology infrastructure, this scale is a testament to the company’s ability to innovate and serve its customers. With this scale comes a responsibility to manage risks and address claims—whether they …

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RedirectionGuard: Mitigating unsafe junction traversal in Windows

As attackers continue to evolve, Microsoft is committed to staying ahead by not only responding to vulnerabilities, but also by anticipating and mitigating entire classes of threats. One such threat, filesystem redirection attacks, has been a persistent vector for privilege escalation. In response, we’ve developed and deployed a new mitigation in Windows 11 called RedirectionGuard. …

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Power Your LLM Training and Evaluation with the New SageMaker AI Generative AI Tools

Power Your LLM Training and Evaluation with the New SageMaker AI Generative AI Tools

Today we are excited to introduce the Text Ranking and Question and Answer UI templates to SageMaker AI customers. The Text Ranking template enables human annotators to rank multiple responses from a large language model (LLM) based on custom criteria, such as relevance, clarity, or factual accuracy. This ranked feedback provides critical insights that help …

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Amazon Bedrock Agents observability using Arize AI

Amazon Bedrock Agents observability using Arize AI

This post is cowritten with John Gilhuly from Arize AI. With Amazon Bedrock Agents, you can build and configure autonomous agents in your application. An agent helps your end-users complete actions based on organization data and user input. Agents orchestrate interactions between foundation models (FMs), data sources, software applications, and user conversations. In addition, agents …

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How SkillShow automates youth sports video processing using Amazon Transcribe

How SkillShow automates youth sports video processing using Amazon Transcribe

This post is co-written with Tom Koerick from SkillShow. The youth sports market was valued at $37.5 billion globally in 2022 and is projected to grow by 9.2% each year through 2030. Approximately 60 million young athletes participate in this market worldwide. SkillShow, a leader in youth sports video production, films over 300 events yearly …

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NewDay builds A Generative AI based Customer service Agent Assist with over 90% accuracy

NewDay builds A Generative AI based Customer service Agent Assist with over 90% accuracy

This post is co-written with Sergio Zavota and Amy Perring from NewDay. NewDay has a clear and defining purpose: to help people move forward with credit. NewDay provides around 4 million customers access to credit responsibly and delivers exceptional customer experiences, powered by their in-house technology system. NewDay’s contact center handles 2.5 million calls annually, …

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No-code data preparation for time series forecasting using Amazon SageMaker Canvas

No-code data preparation for time series forecasting using Amazon SageMaker Canvas

Time series forecasting helps businesses predict future trends based on historical data patterns, whether it’s for sales projections, inventory management, or demand forecasting. Traditional approaches require extensive knowledge of statistical methods and data science methods to process raw time series data. Amazon SageMaker Canvas offers no-code solutions that simplify data wrangling, making time series forecasting …

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Build an agentic multimodal AI assistant with Amazon Nova and Amazon Bedrock Data Automation

Build an agentic multimodal AI assistant with Amazon Nova and Amazon Bedrock Data Automation

Modern enterprises are rich in data that spans multiple modalities—from text documents and PDFs to presentation slides, images, audio recordings, and more. Imagine asking an AI assistant about your company’s quarterly earnings call: the assistant should not only read the transcript but also “see” the charts in the presentation slides and “hear” the CEO’s remarks. …

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