AWS for Industries

Category: AWS Glue

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, […]

How to Implement MLOps for Industry 4.0

How to Implement MLOps for Industry 4.0

As automotive manufacturers look to optimize efficiency while maintaining product quality, we increasingly see companies turning to solutions based in artificial intelligence (AI) for process automation and optimization. The ultimate objective of such endeavors is to replace current labor-intensive and error-prone activities that require skilled operators—such as quality control, asset maintenance, and process optimization, among […]

Solution for Responding to DCA Complaints for Motor Finance Using AWS Services

Solution for Responding to DCA Complaints for Motor Finance Using AWS Services

The UK motor finance industry faces Complex challenges following the Financial Conduct Authority’s (FCA) review of Discretionary Commission Arrangements (DCA). Financial institutions must now analyze historical lending data, calculate accurate redress amounts, and manage customer communications effectively, all while working with fragmented data sets and tight regulatory deadlines. In this post, we’ll explore how AWS […]

Revolutionizing telecom revenue assurance

Revolutionizing telecom revenue assurance: the AWS AI-driven framework for next-generation solutions

Revenue assurance (RA) is critical in the telecom industry, traditionally monitoring financial transactions such as CDR validation, billing verification, and settlement reconciliation to make sure of accurate revenue streams. Despite these practices, telecom operators face significant operational inefficiencies, with traditional RA processes limited to sampling small portions of transactions and achieving partial recovery rates due […]

Building a multi-tenant FHIR server with AWS HealthLake

Building a multi-tenant FHIR server with AWS HealthLake

In today’s rapidly evolving healthcare technology landscape, managing patient data securely and efficiently is crucial. We’ll explore the implementation of multi-tenant FHIR (Fast Healthcare Interoperability Resources) solutions using Amazon Web Services (AWS) HealthLake, a robust service for healthcare organizations seeking to scale their data management capabilities. Defining key terms We will be diving into technical […]

Databricks modernizes healthcare data on AWS

This post is co-written with Rebecca Nissan, Sr. Delivery Solutions Engineer, Healthcare and Life Sciences, Field Engineering, Databricks. In today’s healthcare data-centric landscape, organizations face challenges (such as disparate data silos) across their electronic health records (EHRs), medical imaging, and other on-premises data warehouses. Healthcare data is growing at such a rapid rate that one […]

150 Models and Counting: Your Guide to Generative AI Models for Healthcare and Life Sciences

150 Models and Counting: Your Guide to Generative AI Models for Healthcare and Life Sciences

Generative AI is already reshaping the Healthcare and Life Sciences (HCLS) industry. From AstraZeneca and Pfizer to 3M and the Allen Institute, innovators are using AI to accelerate drug discovery, boost scientist productivity, and streamline clinical workflows. As adoption grows, so does the need for models tailored to HCLS-specific challenges—from medical text summarization to DICOM […]

Measuring Brain Injury in Critically Ill Children: How AI Helps Enable Early Detection

Measuring Brain Injury in Critically Ill Children: How AI Helps Enable Early Detection

Introduction Each year, hundreds of thousands of children across America receive critical care. For these young patients, brain injury poses a serious risk that can lead to long-term health complications. Now, University of Pittsburgh Medical Center (UPMC) Children’s Hospital of Pittsburgh (CHP) has partnered with Amazon Web Services (AWS) to develop an innovative solution that […]

Mastering Direct-to-Consumer Marketing with First-Party Data: Delivering Personalized Experiences Using Generative AI

Mastering Direct-to-Consumer Marketing with First-Party Data: Delivering Personalized Experiences Using Generative AI

When it comes to long-term success, Consumer Packaged Goods (CPG) companies have a lot to consider. They need to maintain brand control, improve profit margins, and find new ways to engage customers, among other things. The good news is that the advent of generative artificial intelligence (AI) has created many opportunities for CPG businesses to […]

Fast-tracking the Healthcare AI Roadmap: AWS Health Data Accelerator

Fast-tracking the Healthcare AI Roadmap: AWS Health Data Accelerator

Many customers struggle to securely ingest, process, govern, and analyze sensitive healthcare data while adhering to vendor and regulatory requirements including HIPAA. In this blog, we introduce a technical offering that enables customers to efficiently solve these challenges. Solving the implementation challenges of healthcare data strategy Many healthcare organizations find it difficult to implement their […]