Category: Analytics

Recently, the AWS Large Language Model (LLM) League took center stage at the AWS Summit Washington, DC 2025, captivating attendees with its hands-on approach to fine-tuning large language models (LLMs). Read this post to learn more.

In this post, we use AWS Glue, Amazon Athena, and Amazon QuickSight to build a dashboard that tracks costs associated with AWS and third-party providers. This single pane of glass allows for quick monitoring at the senior leadership level, with the ability to dig further into specific spending categories for tools and environments. Additionally, this data system makes further analytics possible.

Drawing on the extensive experience AWS has in partnering with public sector organizations worldwide, here are four transformative steps agencies can take to drive meaningful modernization and shape the future of government service delivery.

Mid-Hudson Valley Federal Credit Union (MHVFCU) needed to automate their tools and develop advanced forecasting capabilities to make informed decisions for deposit management and growth to maximize benefit for their members. For this purpose, MHVFCU leadership sought a solution that would not only save time in data preparation and analysis but also provide accurate forecasts for balances across four key deposit products: savings, checking, certificate deposits (CDs), and money market. Read this post to learn about the solution they built with AWS.

The Greenwood Genetic Center (GGC) is a nonprofit institute organized to provide clinical genetic services, diagnostic laboratory testing, educational programs and resources, and research in the field of medical genetics. To make its medical records accessible to providers, the GGC created a data warehouse to serve as a single repository for its data, where clinicians have access to an all-encompassing view of patients’ records. Read this post to learn more.

What if a Medicaid agency could make sure that their leadership and staff had access to a reliable, single source of truth for their data in one unified platform? The implementation of an operational data store (ODS) presents a viable solution. This post explains the architectural choices available with Amazon Web Services (AWS) to effectively create and maintain an ODS.

The US Department of Defense (DoD) increasingly relies on commercial efforts to adopt and integrate novel and emerging technologies that are critical for mission success. The modern defense landscape evolves rapidly, and industry collaboration is a key component of success. AWS has risen to the challenge to fulfill this commercial- and collaborative-focused approach to advancing military innovation. Most recently, AWS did so through its participation in the Technology Readiness Experimentation (T-REX) series of events with partner General Dynamics Information Technology (GDIT),

In this post, we explore how AWS Ground Station public sector organizations with on-demand access to AWS-managed antennas that are available as shared or dedicated resources, scaling to the unique requirements of the mission. By adding resource capacity and redundancy with AWS-managed antenna systems, government customers can rapidly increase, differentiate, and distribute their ground segment capabilities. This enables a more flexible and resilient space architecture that can dynamically adapt to changing mission demands.

Personalized therapy for diseases such as cancer utilizes an individual’s unique genomic profile to guide treatment decisions. However, the effect and clinical significance of most genetic variants are uncertain. Accurate classification of the clinical significance of novel genetic variants requires extensive curation of peer-reviewed biomedical literature. In recent years, generative AI has demonstrated promising results in information extraction and text summarization. In this post, we explore how various AWS-native solutions can be used to create a secure, retrieval-augmented, and cost-effective biomedical chatbot designed to facilitate biocuration.

Fair Trade USA™ is a nonprofit organization that is committed to eliminating poverty by promoting sustainable development through ethical trade. They work to ensure fair compensation, safe working conditions for farmers and workers, and sustainable farming practices. In this post, you’ll learn how Fair Trade USA leverages Amazon Web Services (AWS) to improve working conditions for farmers and producers around the world.