AWS for Industries
Category: Analytics
Modernize 5G networks with second-generation AWS Outposts racks
Introduction At MWC 2025, AWS announced the preview of a new AWS Outposts racks offering for high-throughput, network-intensive workloads. We are pleased to announce that this offering is now generally available as part of the second-generation Outposts racks launch. With this launch, Outposts empowers communication service providers (CSPs) to accelerate modernization of their on-premises telecom […]
Measuring Brain Injury in Critically Ill Children: How AI Helps Enable Early Detection
Introduction Each year, hundreds of thousands of children across America receive critical care. For these young patients, brain injury poses a serious risk that can lead to long-term health complications. Now, University of Pittsburgh Medical Center (UPMC) Children’s Hospital of Pittsburgh (CHP) has partnered with Amazon Web Services (AWS) to develop an innovative solution that […]
The Agentic Store: How AI Orchestration will Revolutionize Physical Retail
Physical retailing – driving 80 percent of all US sales – is undergoing a “Renaissance”; a modernization revolution focused on transforming both shopper experience and operations. To achieve this, stores are re-investing heavily in technology, from point-of-sale systems and inventory management to IoT devices and computer vision solutions. Yet these investments often create what IDC […]
Near Real-time News Clustering and Summarization for FSI
Introduction In today’s fast-paced financial markets, the sheer volume and velocity of news pose significant challenges for investors, traders, and financial institutions. The ability to quickly process, analyze, and act on relevant information can mean the difference between seizing opportunities and falling behind. This blog post introduces an innovative solution that leverages Amazon Bedrock to […]
Transforming Stores Through Computer Vision: A Business Leader’s Guide
With physical stores still accounting for 80 percent of sales, the pressure to optimize in-store operations has never been more intense. The rise of ecommerce hasn’t just changed shopping habits—it’s created an urgent need for physical stores to deliver smarter, more efficient store experiences while reducing their technology footprint. Physical store companies commonly face the […]
Distributed inference with collaborative AI agents for Telco-powered Smart-X
Introduction Artificial Intelligence (AI) applications are evolving into distributed inference pipelines, where models run across multiple tiers, from device edge to AWS, to optimize latency, bandwidth, and privacy. Instead of sending all raw data to AWS, collaborative AI inference can occur at the device, far edge, near edge (often a 5G Multi-access Edge Computing site […]
How a generative AI Q&A app can be used in the oil and gas sector to improve the speed and accuracy of information retrieval from documents
The oil and gas (O&G) sector, known for its stringent regulations and complex operations, relies heavily on a vast array of documentation. From engineering blueprints to compliance reports, these documents form the backbone of daily operations, project management, and regulatory adherence. Key document categories in the industry include: Engineering documents: technical specifications, design drawings, and […]
Mastering Direct-to-Consumer Marketing with First-Party Data: Delivering Personalized Experiences Using Generative AI
When it comes to long-term success, Consumer Packaged Goods (CPG) companies have a lot to consider. They need to maintain brand control, improve profit margins, and find new ways to engage customers, among other things. The good news is that the advent of generative artificial intelligence (AI) has created many opportunities for CPG businesses to […]
How Volkswagen and AWS built end-to-end MLOps for Digital Production Platform
Background In 2019, Volkswagen AG (VW) and Amazon Web Services (AWS) formed a strategic collaboration to develop the Digital Production Platform (DPP), designed to enhance VW production and logistics efficiency by up to 30 percent while reducing production costs by the same margin. The DPP streamlines data access from VW shop-floor devices and manufacturing systems, […]
Data-Driven E-Commerce: Modernize Retail Experiences with Amplitude
Not too long ago, retailers with physical stores considered their online presence as an addition to their business. In many instances, one didn’t know about the other. And that created a problem for customers who expected to have a seamless experience between shopping from their home and pushing a cart through a store. This inconsistent […]









