AWS for Industries

Category: Artificial Intelligence

Enhance monitoring and observability for AWS HealthOmics workflows

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

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

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

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

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 […]

Supercharging Ad Creative with Amazon Bedrock and Amazon Nova: How AI is Revolutionizing Content Generation for Advertising & Marketing Use-Cases

Supercharging Ad Creative with Amazon Bedrock and Amazon Nova: How AI is Revolutionizing Content Generation for Advertising & Marketing Use-Cases

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 […]

Sonrai reduced research timelines by 70% with AWS HealthOmics

Sonrai reduced research timelines by 70% with AWS HealthOmics

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 […]

Generative AI Adoption in Automotive and Manufacturing: Key Technology Considerations

Generative AI Adoption in Automotive and Manufacturing: Key Technology Considerations

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, […]

Empowering Manufacturing with Generative AI: Overcoming Industry Challenges with AWS

The GDS Manufacturing Summit held in New Orleans in 2024 brought manufacturers, state legislators and partners to tackle current developments in the manufacturing industry. One of the most pressing questions discussed was how Artificial intelligence (AI) and generative AI (GenAI) are redefining manufacturing. In a survey conducted during the Summit, manufacturing technology leaders ranked the […]