Category: Amazon Machine Learning

Healthcare providers face a significant challenge today: the overwhelming volume of patient data spread across electronic health records. Before each patient visit, clinicians must review extensive medical histories, lab results, medications, and previous diagnoses—often under severe time constraints. This data overload can lead to missed insights, reduced face-to-face time with patients, and clinician burnout. We […]

Accessing workflow run logs and metrics through individual Amazon Web Services (AWS) HealthOmics APIs can make it difficult to have a birds-eye view over all your workflows and runs. Automating the ingestion of relevant HealthOmics workflow and run information can help you to be operationally efficient. Introduction Omics data has the potential to transform how […]

Introduction In today’s rapidly evolving telecommunications landscape, the management and optimization of Radio Access Networks (RANs) has become extraordinarily complex. As networks roll out 5G, traditional approaches to network management are proving increasingly inadequate. The sheer volume of data, the intricate interdependencies between network elements, and the demanding requirements for real-time optimization demand an innovative […]

Manufacturing companies face significant challenges with unplanned equipment downtime, which leads to lost revenue and production delays. Maintenance teams often struggle to detect early warning signs of equipment failure due to resource constraints and a lack of advanced analytics expertise. To address these challenges, we are excited to announce the general availability of native anomaly […]

Introduction The automotive industry continues to face challenges from the mounting complexity of software systems, with requirements encompassing functional needs such as electrification and autonomous driving alongside non-functional criteria such as performance and security. In our previous blog post, we explored how the framework of the Virtual Engineering Workbench (VEW), powered by AWS services and […]

Introduction The luxury e-commerce landscape demands meticulous attention to detail in product presentation. That expectation is likely to intensify as the sector continues to grow over the next decade. According to FortuneBusinessInsights.com, the global luxury goods market size is anticipated to grow to USD 392.40 billion by 2030. Every pattern, from subtle pinstripes to elaborate […]

Introduction The advertising industry is experiencing an exciting transformation thanks to generative AI (GenAI) tools that are revolutionizing campaign creation, digital ad generation, and marketing asset localization. While these innovations present incredible opportunities to streamline workflows and boost creativity, many organizations are navigating questions about which tools to implement, how to effectively integrate them into […]

Bioinformatics workflows, spanning from RNAseq to metabolomics, have become increasingly complex and data-intensive. For researchers in biotech and pharmaceutical industries, extracting meaningful insights from vast amounts of biological data is a daily challenge. Recognizing this, Sonrai, a frontrunner in precision medicine cloud technologies, set out to transform the landscape of large-scale bioinformatics analysis. We’ll discuss […]

The automotive and manufacturing industries are undergoing another digital transformation, this time powered by artificial intelligence. From engineering workbenches to smart factories, Generative AI (Gen AI) is transforming how vehicles are designed, manufactured, and maintained. However, implementing production-grade AI applications requires more than just selecting the right models – it demands robust architecture, enterprise-grade security, […]

In an era of increasing digital transformation, electric utility providers are facing unprecedented challenges in meeting customer expectations for quick, efficient, and accessible service. Utility contact centers in particular face unique challenges in delivering effective customer service. Traditional Interactive Voice Response (IVR) systems can effectively handle direct, well-defined requests through touch-tone or basic voice commands, […]