AWS for Industries
Category: Artificial Intelligence
Examine genomic variation across populations with AWS
Understanding genomic variation across populations is critical for advancing precision medicine and evolutionary research, but analyzing large datasets can be complex and resource intensive. Amazon Web Services (AWS) provides scalable tools to simplify this process enabling efficient and insightful analysis across diverse genetic data. Introduction The 1000 Genomes Project is a landmark international research initiative […]
Financial Market Infrastructure Providers Cloud Adoption Trends for The First Half of 2024
This blog post has been adopted from a Newsletter Released in the summer of 2024 With warm temperatures in New York, we took a few moments to reflect on a busy first half of the year from a cloud adoption perspective for Financial Market Infrastructure providers (FMIs). Exchanges, clearing houses (CCPs) and security depositories (CSDs) […]
Life Sciences and Healthcare Predictive Analytics with Amazon SageMaker Canvas
Artificial intelligence and machine learning (AI/ML) are revolutionizing the Life Sciences and Healthcare industries, from drug discovery and development to patient care. These technologies help to understand disease biology, to accelerate therapeutic discoveries, to optimize resource allocation, and to reduce quality issues, potentially saving lives and reducing healthcare costs. However, building production-grade ML pipelines from […]
Building a serverless cloud-native EDI solution with AWS: Part 2
Adoption of electronic data interchange (EDI) in healthcare continues to improve the efficiency of electronic claims processing. However, organizations (like the American Medical Association) see an ongoing need to simplify healthcare EDI to make it easier for physicians and reduce uncertainty for patients. Historically, implementation of EDI required complicated or monolithic legacy systems. To combat […]
Using generative AI to create test cases for software requirements
In today’s automotive industry, managing software system requirements is a significant challenge due to the growing complexity and critical nature of these systems. These requirements include functional requirements, such as autonomous driving, infotainment, and user interfaces, and nonfunctional requirements that establish the system’s operational criteria, such as performance, security, and reliability. A recent whitepaper states […]
Revolutionizing Real-World Evidence: How Generative AI Can Simplify Data Exploration
Real-World Evidence (RWE) is a domain in which new medical evidence is generated based on data from healthcare and other health services from “the Real World”, compared to clinical trials which are controlled and from specific medical evidence generation. This domain is an evolution of HEOR (Health Economic and Outcome Research) and is particularly inspired by […]
AstraZeneca fine-tunes genomics foundation models with Amazon SageMaker
Understanding the human genome is a massive undertaking. The compute power and tools needed alone are staggering, but could be worth untold discoveries. AstraZeneca’s Centre for Genomics Research (CGR) leads the company’s Genomic Initiative on a global scale, with the ambitious goal of analyzing up to two million genomes by 2026. Through this integrated analysis […]
Powering AI/ML with MDIO seismic streaming from the OSDU® Data Platform
Introduction Today, oil and gas operators are challenging their workforce to find more value from legacy data. Artificial Intelligence and Machine Learning (AI/ML) workflows powered by cloud-scale computing are unlocking new insights, but these technologies aren’t optimized for traditional SEG-Y data formats. The industry standard OSDU Data Platform tackles data initial discovery and access, but […]
AWS re:Invent 2024 recap for the Automotive Industry
AWS re:Invent 2024 unveiled game-changing innovations powering the automotive future – autonomous driving breakthroughs, connected vehicle insights, generative AI assistants, sustainable supply chains, and legacy system modernization.
Preview of AWS at National Retail Federation (NRF) 2025: Retail’s Big Show
Retail’s “Big Show” is back and bigger than ever. Amazon Web Services (AWS) is thrilled to return to the Javits Center in New York January 12-14, 2025. It’s going to be another big year of learning and networking with insights on the future of retail: connected, cutting-edge, and customer-obsessed. Join us at NRF 2025 at […]