AWS for Industries
Category: Artificial Intelligence
Building autonomous water utility operations with agentic AI on AWS
Water utilities worldwide are facing challenges in managing infrastructure, reducing water waste, and making sure of reliable service delivery. The traditional approaches of manual monitoring and reactive maintenance are no longer sufficient due to increasing water demand, need for uninterrupted service, regulatory requirements, and customer satisfaction. In this post, we explore how Amazon Web Services (AWS) AI […]
Validate radiology reports using Amazon Nova
Every day, radiologists around the world face a growing challenge: dealing with an increasing number of medical images while racing to deliver faster results. Adhering to the latest American College of Radiology (ACR) Appropriateness Criteria can be difficult, especially when patient care is on the line. At Amazon Web Services (AWS), we’ve been thinking a […]
Lotte Homeshopping Reduces Human Agent Workload by 40% with Sendbird on AWS
Lotte Homeshopping is a major South Korean retailer that was faced with an increasingly complex quality assurance (QA) process. Their fast-paced fashion division struggled with product approvals that required manual coordination across multiple channels. Partner questions went unanswered for too long, while QA agents struggled to keep up with repetitive inquiries. These mounting challenges created […]
AI-powered patient profiles using AWS HealthLake and Amazon Bedrock
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 […]
Enhance monitoring and observability for AWS HealthOmics workflows
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 […]
Resolve imperfect data with advanced rule-based fuzzy matching in AWS Entity Resolution
Companies across industries aim to deliver personalized customer experiences and optimized advertising campaigns by resolving customer identities. However, being able to reliably match records across fragmented, inconsistent, and often messy datasets can be hard and complicated. Organizations using traditional rule-based matching techniques to help match exact records often miss valuable connections due to slight variations […]
Agentic AI for RAN optimization: Pathway to autonomous network level 5
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 […]
Simplifying Industrial Equipment Monitoring with native anomaly detection in AWS IoT SiteWise
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 […]
How Schaeffler uses generative AI to accelerate automotive software testing
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 […]
The Smart Stylist: How A Luxury Retailer Mastered Automated Product Style Attribution Using Generative AI
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 […]