Agents12 min read
AWS releases AgentCore Evaluations for multi-agent systems
Amazon Bedrock AgentCore adds a platform to evaluate agent performance and explainability in production.
From AWS machine learning blog
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Agents12 min read
Amazon Bedrock AgentCore adds a platform to evaluate agent performance and explainability in production.
From AWS machine learning blog
Agents1 min read
Generative AI makes it cheap to produce personalized content at scale, but which variation do you show each customer? Amazon Payments used a multi-objective contextual bandit on Amazon SageMaker AI to personalize an acquisition funnel, a...
From AWS machine learning blog
Photo: Yan Krukau
Agents1 min read
See how uniopen, a retail platform from Taiwan's Uni-President Enterprises Group, adapted Amazon Nova 2 Lite to its content-moderation policies using supervised fine-tuning in Amazon SageMaker AI and prompt optimization. Business-relevan...
From AWS machine learning blog
Agents1 min read
Condé Nast's editorial teams spent an average of 250 minutes per task searching a library of more than 140,000 videos using only titles and descriptions. Working with the AWS Generative AI Innovation Center, they built a multimodal video...
From AWS machine learning blog
Agents2 min read
Datacor integrated Amazon Quick Sight into its TrackAbout system, enabling users to explore rental data with dashboards and natural language search.
From AWS machine learning blog
Agents2 min read
Amazon SageMaker HyperPod and Qumulo enable training models across regions without copying data. Performance matches local training after warmup.
From AWS machine learning blog
Agents1 min read
HEMA, a 100-year-old Dutch retailer, turned developer portal-hopping into instant answers by building HAL, an internal AI assistant on Amazon Bedrock AgentCore. Using Model Context Protocol (MCP), HAL delivers governed knowledge inside t...
From AWS machine learning blog
Agents1 min read
Reactiv used Amazon Bedrock AgentCore to build a multi-agent AI Scheduler that autonomously refreshes Shopify merchants' mobile apps on a schedule, reducing merchant configuration time by 80% and getting to production 33% faster.
From AWS machine learning blog
Agents1 min read
In about four weeks, Trane Technologies built an AI-powered agentic solution on Amazon Bedrock AgentCore that reduced a 20-minute, multi-screen building diagnostic workflow to a 20-second natural language interaction, a 60x improvement i...
From AWS machine learning blog
Agents1 min read
Learn how Tata Elxsi built IRIS, a real-time industrial safety platform on AWS. IRIS filters camera video at the edge, streams metadata through Amazon Kinesis, runs computer vision on Amazon SageMaker AI, and correlates detections into h...
From AWS machine learning blog
Agents1 min read
Public sector agencies process large volumes of unstructured evidence, such as body camera footage and scanned documents. This post shows how to combine Amazon Bedrock Data Automation with the Model Context Protocol (MCP) to turn that da...
From AWS machine learning blog
Agents1 min read
Learn how Benchling built a defense-in-depth security architecture to run untrusted, AI agent-generated scientific code across thousands of life sciences tenants using Amazon Bedrock AgentCore Code Interpreter in VPC mode, combined with ...
From AWS machine learning blog
Agents1 min read
EXL built an AI-powered Medical intelligent document processing (IDP) solution on AWS, combining IDP with domain-specific large language models on Amazon SageMaker and Amazon Bedrock to extract, summarize, and query medical records at en...
From AWS machine learning blog
Agents1 min read
Wood Mackenzie built APEX to run multiple agents without rebuilding infrastructure.
From AWS machine learning blog
Agents1 min read
Germany's MRH Trowe launched secure AI agents for 400 employees in one month. The system combines Strands Agents, Amazon Bedrock AgentCore, and LibreChat.
From AWS machine learning blog
Agents2 min read
Abnormal AI utilizes Amazon Bedrock AgentCore Code Interpreter to process billions of email messages in real-time, detecting and blocking threats before they reach inboxes. The system employs a three-tiered architecture with agents dynamically executing code within secure sandboxes to handle complex cases.
From AWS machine learning blog
Agents1 min read
Ninth Wave deployed a multi-agent system on Amazon Bedrock AgentCore to accelerate open finance onboarding. This system streamlines API validation and mapping, improving efficiency while maintaining security and compliance standards.
From AWS machine learning blog
Agents1 min read
AvioBook prototyped Connected Analytics on Amazon Bedrock AgentCore to generate insights from operational data, providing airline managers with evidence-based answers to flight turnaround delays. This allows for faster identification and resolution of issues.
From AWS machine learning blog
Agents1 min read
Heurist Finance developed a conversational AI investment workbench on Amazon Bedrock AgentCore, leveraging AgentCore’s capabilities for premium data access, sandboxed analysis, and auditability. This customer story demonstrates a small team’s approach to building an AI-native investment tool.
From AWS machine learning blog
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