AWS for Industries
Tag: Artificial Intelligence
Unleashing generative AI to revolutionize the Semiconductor Industry
The semiconductor industry is the backbone of technological innovation, powering everything from smartphones to cloud computing infrastructure. However, semiconductor manufacturers face mounting pressures to deliver better performance, efficiency, and reliability at lower costs. Key semiconductor industry challenges include: Design complexity and longer development cycles: Advanced semiconductor designs are incredibly complex, leading to prolonged design verification […]
How Audi improved their chat experience with Generative AI on Amazon SageMaker
Audi AG is a German automotive manufacturer and part of the Volkswagen Group. It has production facilities in several countries including Germany, Hungary, Belgium, Mexico and India. With a strong focus on quality, design and engineering excellence, Audi has established itself as a leading brand in the global luxury car industry that designs, engineers, produces, […]
Capturing the power of digital commerce
How leading retailers are transforming the industry with advanced cloud-based technologies and services The rise of digital commerce Although digital commerce has been around for almost 3 decades, its growth has recently accelerated, boosted by access to new cloud technologies, better mobile apps, and a raft of new fulfillment options. Consumers are spending more time […]
Retail demand forecasting using AWS
Retailers use demand forecasting to anticipate customer needs and optimize supply decisions. Like most industries, demand forecasting in retail industry uses large amounts of historical data to predict future consumer demand. These forecasts depend upon analyses of variables that impact demand, such as seasonality, promotions, inventory levels, and market trends. Prediction accuracy is influenced by […]
Using Amazon Personalize to find the right doctor without a data scientist
Every day our digital experiences are highly infused with personalizations. Yet, the patient and clinical experience in healthcare remains mostly unaffected. We’ll show what a modern digital patient experience could look like, in which the patient gets recommended the right doctor or specialist for a particular illness based on the patient’s symptoms. Introduction Despite recent […]
Accelerating radiology imaging workflows with relevant clinical context on AWS
Having ready access to clinical context helps radiologists eliminate assumptions and better apply their skills and expertise in rendering final reports. An automated extraction of relevant clinical context from electronic health records (EHRs) can provide clinical context. A typical imaging workflow involves a patient following up for a recommended procedure prescribed by a provider. For […]
How retail and CPG companies drive sustainability strategy with technology – Part 1
Retailers and CPG brands are feeling the pressure from regulatory bodies and consumers alike for more sustainable practices. A survey found that 47% of US Gen Z consumers stopped purchasing their favorite brand after discovering it was not eco-friendly. Over a third of Forbes 2000 companies across retail, manufacturing, as well as food, beverage, and […]
Voice applications in clinical research powered by AI on AWS – Part 1: Architecture and design considerations
In clinical research studies conducted by the Pharmaceutical industry, electronic clinical outcome assessments (eCOAs) help clinical researchers better understand the effectiveness of the research treatment intervention for research patients. One type of eCOA measure is electronic patient-reported outcomes (ePROs): Health outcome data reported directly by the research patient, typically collected on handheld mobile devices, tablets, or computers. […]
Enabling efficient patient care using Amazon AI services
Artificial intelligence can speed up the development of new drug development, be a bridge to personalized medicine using the information of our genomes, and help address the problem of a chronic shortage of doctors (especially in countries where health services are underdeveloped). However, significant challenges remain before we can get there. The challenge The application […]
In the News: Cerner, Aidoc, and Arterys use AWS machine learning to improve healthcare
WIRED just published a story about how leading healthcare organizations like Cerner, Aidoc, and Arterys are using AWS machine learning to provide faster, more accurate diagnosis, improve clinical workflows, and streamline patient care. With Amazon SageMaker at the core, these organizations are leveraging a wide variety of AWS Cloud services, which allows them to focus […]