Category: Amazon SageMaker

The Amazon Web Services (AWS) Open Data Sponsorship Program has hosted the Common Crawl open repository of web data at no cost since January 2012. It has become one of the most important sources of training data for the large language models (LLMs) reshaping industries. This is the story of a 14-year collaboration between a small nonprofit and AWS, and how open data infrastructure became the foundation of the AI era.

This post shows how to build that on Amazon Web Services (AWS) using Amazon Bedrock, deployed in AWS GovCloud (US). You’ll deploy a working multi-agent workload, see how a supervisor coordinates specialized agents through the Converse API in Amazon Bedrock, and learn which AWS GovCloud (US) details break patterns copied from commercial Regions.

Israel’s Ministry of Finance wanted to strengthen the way it supports tax revenue forecasting. The Ministry worked with Amazon Web Services (AWS) Professional Services Israel to develop an automated solution that evaluates several modeling approaches, uses wider data sources, and helps economists analyze forecasting faster.

In this post, we explain what IL5 requires, how AWS GovCloud (US) and SAP NS2 meet those requirements together, and how defense organizations can get started.

This post explores how an agentic AI architecture on Amazon Web Services (AWS) modernizes the procurement lifecycle from solicitation to proposal evaluation while maintaining compliance with government regulations including United States of America FAR (Federal Acquisition Regulation),United States of America DFARS (Defense Federal Acquisition Regulation), and Canadian procurement frameworks (Public Service Procurement Canada (PSPC) /Shared Services Canada (SSC).

This post introduces the Geospatial Power Pack, a Kiro power package that turns Kiro into a unified, AI-assisted geospatial workspace. Kiro is an agentic development environment created by Amazon Web Services (AWS). It helps developers and teams turn prompts into executable specs, validate code correctness to find bugs that unit tests miss, and build across large codebases with parallel agents that learn from every session.

The Translational AI Center (TrAC) at Iowa State University is a pre-competitive research hub that bridges the gap between academic AI breakthroughs and real-world deployment. With over 70 affiliated faculty spanning seven ISU colleges, TrAC breaks down disciplinary silos and organizes research across thematic areas, including food and energy systems, healthcare, autonomy, materials design, and AI ethics.

This blog discusses how AWS has supported more than 600 customers with over $90 million of technology to innovate in health. Forty-four percent of these customers employed AWS AI services, seeding AI innovation across the global health landscape and proving that cloud-powered AI can improve health and wellness for all. This blog highlights nine of those organizations deploying AI to save lives today, culminating in AWS’s largest single social impact investment in health: a landmark technology collaboration with the Fleming Initiative to build the world’s first AI-powered platform for combating antimicrobial resistance.

Learn how Somapa Information Technology PCL (SomapaIT), an AWS Partner, chooses Amazon Web Services (AWS) Cloud to implement DAC systems because of its global footprint, security, high availability, and scalability.

In this post, Marshall Moutenot shares how dynamical.org is making weather data products, including AI weather forecasts, accessible on AWS.