AWS for Industries

Category: Analytics

Building a multi-tenant FHIR server with AWS HealthLake

Building a multi-tenant FHIR server with AWS HealthLake

In today’s rapidly evolving healthcare technology landscape, managing patient data securely and efficiently is crucial. We’ll explore the implementation of multi-tenant FHIR (Fast Healthcare Interoperability Resources) solutions using Amazon Web Services (AWS) HealthLake, a robust service for healthcare organizations seeking to scale their data management capabilities. Defining key terms We will be diving into technical […]

Genentech reimagines insights from unstructured data using generative Artificial Intelligence

Genentech reimagines insights from unstructured data using generative Artificial Intelligence

The Commercial, Medical, and Government Affairs (CMG) team of Genentech, a member of the Roche Group, partners across the healthcare system to deliver better health outcomes and equitable access for patients. This team was looking to leverage rich unstructured data at scale, across various formats/modalities such as text, PDFs, PowerPoint slides, images, videos, and audio […]

Harnessing the power of pLTE and AWS Cloud to optimize AMI 2.0 outcomes

AMI 2.0 has gained traction since the early 2020s, promising real-time insights, enhanced grid management, and demand response. By 2029, U.S. smart meter installations will reach 182.9 million, covering 94% of customers. However, AMI 2.0 isn’t just about meters, it demands high-bandwidth communication and scalable storage. A single meter now generates 1,440 data points daily, […]

Audi & Reply: Scaling a GenAI multi-agent devbot from Pilot to Production-Ready

In today’s fast-paced digital world, AUDI AG faces immense pressure to innovate rapidly. In 2023, the Audi Cloud Foundation Services (ACS) team, supported by Storm Reply, launched the first version of their generative AI chatbot solution. This solution was designed to reduce internal knowledge base retrieval time and improve employee productivity. For more details, see […]

Databricks modernizes healthcare data on AWS

This post is co-written with Rebecca Nissan, Sr. Delivery Solutions Engineer, Healthcare and Life Sciences, Field Engineering, Databricks. In today’s healthcare data-centric landscape, organizations face challenges (such as disparate data silos) across their electronic health records (EHRs), medical imaging, and other on-premises data warehouses. Healthcare data is growing at such a rapid rate that one […]

150 Models and Counting: Your Guide to Generative AI Models for Healthcare and Life Sciences

150 Models and Counting: Your Guide to Generative AI Models for Healthcare and Life Sciences

Generative AI is already reshaping the Healthcare and Life Sciences (HCLS) industry. From AstraZeneca and Pfizer to 3M and the Allen Institute, innovators are using AI to accelerate drug discovery, boost scientist productivity, and streamline clinical workflows. As adoption grows, so does the need for models tailored to HCLS-specific challenges—from medical text summarization to DICOM […]

Accelerating Real-World Evidence with AWS

Accelerating Real-World Evidence with AWS

In the rapidly evolving world of Healthcare and Life Sciences, real-world data (RWD) has become a powerful catalyst for innovation. Sourced from electronic health records, insurance claims, registries, and even wearable devices, RWD offers a window into how therapies perform in everyday clinical settings. When analyzed effectively, it leads to real-world evidence (RWE)—the clinical insights […]

Addressing Return Opportunities Across the Retail Journey

The retail industry faces an increasingly complex returns challenge that impacts both operational efficiency and bottom-line profitability. With online return rates averaging 15.2 percent – triple the rate of in-store purchases – and returns accounting for $743 billion in lost sales in the US alone last year, retailers need innovative solutions to address this growing […]

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

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 […]