AWS Machine Learning

Building AI-ready data: Vanguard’s Virtual Analyst journey Vanguard is a global investment management firm, offering a broad selection of investments, […]

Organizing Agents’ memory at scale: Namespace design patterns in AgentCore Memory When building AI agents, developers struggle with organizing memory […]

Extracting contract insights with PwC’s AI-driven annotation on AWS This post was co-written with Yash Munsadwala, Adam Hood, Justin Guse, and Hector […]

NVIDIA Nemotron 3 Nano Omni model now available on Amazon SageMaker JumpStart Today, we are excited to announce the day zero availability of NVIDIA […]

Migrating a text agent to a voice assistant with Amazon Nova 2 Sonic Migrating a text agent to a voice assistant is increasingly important because […]

How Popsa used Amazon Nova to inspire customers with personalised title suggestions This post was co-written with Bradley Grantham and Hugo Dugdale […]

Build Strands Agents with SageMaker AI models and MLflow Enterprises building AI agents often require more than what managed foundation model (FM) […]

Build and deploy an automatic sync solution for Amazon Bedrock Knowledge Bases With Amazon Bedrock Knowledge Bases, you can give foundation models […]

Automate repetitive tasks with Amazon Quick Flows Consider a typical Monday morning: you’re manually copying data from several different systems t […]

Building Workforce AI Agents with Visier and Amazon Quick Employees across every function are expected to make faster, better-informed decisions, […]

Applying multimodal biological foundation models across therapeutics and patient care Healthcare and life sciences decision making increasingly […]

Amazon Quick for marketing: From scattered data to strategic action Imagine the following scenario: You’re leading marketing campaigns, creating c […]

Company-wise memory in Amazon Bedrock with Amazon Neptune and Mem0 This post is cowritten by Shawn Tsai from TrendMicro. Delivering relevant, […]

Get to your first working agent in minutes: Announcing new features in Amazon Bedrock AgentCore Getting an agent running has always meant solving a […]

Amazon SageMaker AI now supports optimized generative AI inference recommendations Organizations are racing to deploy generative AI models into […]

Cost-effective multilingual audio transcription at scale with Parakeet-TDT and AWS Batch Many organizations are archiving large media libraries, […]

End-to-end lineage with DVC and Amazon SageMaker AI MLflow apps Production machine learning (ML) teams struggle to trace the full lineage of a model […]

From developer desks to the whole organization: Running Claude Cowork in Amazon Bedrock Today, we’re excited to announce Claude Cowork in Amazon B […]

Omnichannel ordering with Amazon Bedrock AgentCore and Amazon Nova 2 Sonic Introduction Building a voice-enabled ordering system that works across […]

ToolSimulator: scalable tool testing for AI agents You can use ToolSimulator, an LLM-powered tool simulation framework within Strands Evals, to […]