Category: Amazon Machine Learning

Manufacturers often tell us how workforce challenges affect their organizational productivity. If you feel this way, you are not alone. Every quarter, the U.S. National Association of Manufacturers, the trade association that consolidates manufacturer interests, polls CEOs on their primary business challenges. In the latest poll (2023 Fourth Quarter Manufacturers’ Outlook Survey), more than 71% […]

Using Generative AI to Interpret Arterial Blood Gas Results – Background The year 2023 was an exciting one for artificial intelligence (AI) in healthcare. Large language models (LLMs), also known as foundation models (FMs), have been fascinating, especially in medical applications. This project explores how LLMs like Anthropic Claude v2 can assist clinicians in interpreting […]

Assembling complex products with speed and precision is critical, yet extremely challenging, for contract manufacturers. While these companies play an integral role in the manufacturing value chain across industries from electronics to healthcare, their assemblers face disconnected data and tight deadlines that lead to delays and costly errors. But what if assemblers could instantly access […]

The emergence of generative AI presents tremendous opportunities for advancing technical and business processes in high tech and semiconductor industries. From optimizing complex system design processes to accelerating time-to-market for new products, generative AI has unlimited potential to improve engineering and manufacturing methodologies and processes. Generative design methodologies powered by AI can automatically design chips […]

BMW Group and Amazon Web Services (AWS) collaborated on a groundbreaking In-Console Cloud Assistant (ICCA) solution designed to empower hundreds of BMW DevOps teams to streamline their infrastructure optimization efforts. The ICCA solution harnesses the power of generative artificial intelligence (GenAI) on AWS to provide real-time insights and recommendations that help accelerate the identification and […]

Today’s retailers not only need to embrace the profound digital transformations happening in the industry, but also deliver real value for their consumers and their organizations. With the emergence of generative artificial intelligence (AI) and other innovations, 2024 marks a pivotal moment for the industry—and physical stores are ripe for disruption. Forrester notes that “retailers […]

In this blog, we demonstrate the capabilities of the digital front door using AWS services. The reader will understand the approach used to store a plan benefits document, create embeddings, process the user questions, and deliver an interactive chatbot. By demystifying policy details, healthcare payors can create a member experience that works better for everyone. […]

It is time to take a different approach to network and operations New technology rollouts, more complex service introductions, and increased network complexity make network operations and lifecycle management of services more expensive. Operators need to improve their mode of operation and accelerate the identification of problems, addressing them reactively or proactively to minimize impact […]

Introduction This post shows how AWS Entity Resolution can tackle the challenge of linking and matching records in healthcare and provides a walkthrough of how-to setup a patient 360 view with a continuous entity resolution workflow. It also explains how AWS HealthLake can help healthcare customers securely store, transform, and manage their data. By the end […]

Enel is a leading integrated electric utility with a presence across 32 countries and an 82-GW generation capacity. The company also assumes a pivotal role as a major electric grid operator, supplying a vast network of 76 million customers and managing 46.5 million smart meters. Since 2014, Enel has been investing heavily in artificial intelligence […]