AWS for Industries
Category: Amazon SageMaker
AstraZeneca fine-tunes genomics foundation models with Amazon SageMaker
Understanding the human genome is a massive undertaking. The compute power and tools needed alone are staggering, but could be worth untold discoveries. AstraZeneca’s Centre for Genomics Research (CGR) leads the company’s Genomic Initiative on a global scale, with the ambitious goal of analyzing up to two million genomes by 2026. Through this integrated analysis […]
Powering AI/ML with MDIO seismic streaming from the OSDU® Data Platform
Introduction Today, oil and gas operators are challenging their workforce to find more value from legacy data. Artificial Intelligence and Machine Learning (AI/ML) workflows powered by cloud-scale computing are unlocking new insights, but these technologies aren’t optimized for traditional SEG-Y data formats. The industry standard OSDU Data Platform tackles data initial discovery and access, but […]
AWS re:Invent 2024 recap for the Automotive Industry
AWS re:Invent 2024 unveiled game-changing innovations powering the automotive future – autonomous driving breakthroughs, connected vehicle insights, generative AI assistants, sustainable supply chains, and legacy system modernization.
AI Business Transformation, Consumer Goods Edition
While artificial intelligence (AI) and generative AI remain a hotly debated topic, consumer goods companies seem to adopt these capabilities at lower rates. In a 2024 McKinsey global survey on AI, 71 percent of consumer goods leaders reported adopting AI for at least one business function. However, to gain a competitive advantage and unlock AI’s […]
Simplifying Medical Imaging AI Deployments with NVIDIA NIMs and AWS Services
Most practicing clinicians are not yet fully benefitting from the efficiency and diagnostic advances that medical imaging artificial intelligence (AI) promises. Additionally, many AI scientists and engineers struggle with the practical aspects of incorporating AI inferences in clinical workflows, and providing a consistent end-user experience when scaling to support millions of studies per year. Still, […]
Using generative AI for hyper-personalized telecom billing and subscription experiences on AWS
The quest for hyper-personalization in telecom billing is here to stay Exceptional customer experiences are non-negotiable for building loyalty and driving revenue growth. However, the billing process remains a sore point that frustrates and alienates a significant portion of the customer base. Unclear or confusing bills erode trust, resulting in a contact center calls being […]
Unleashing sustainable potential: harnessing machine learning on AWS for optimal energy usage
Organizations have been looking to modernize their legacy Building Management System (BMS) with data analytics and artificial intelligence/machine learning (AI/ML). Although they can help organizations achieve their sustainability goals, improve energy management, and other smart building capabilities, they can also turn into a substantial setback if the systems aren’t set up properly to use the […]
Serverless Remote Sensing analytics for an electric utility customer
Overview Power and Utility (P&U) companies handle all aspects of electricity provision, including generation, transmission, and distribution. They usually serve many retail customers within a service area that could easily cover millions of residents. To mitigate the risk of wildfires throughout the year, power companies collaborate with various government entities, such as federal, state, tribal, […]
Introducing Breaking Barriers Initiative: Building generative AI applications for digital inclusion
With the advent of generative AI services such as Amazon Bedrock and Amazon Q Developer, it has never been easier to generate high-fidelity code while also building applications with foundation models. With this ease of use comes both great opportunity and responsibility to use this technology to impact critical barriers that exist today across digital […]
Opportunities for telecoms with small language models: Insights from AWS and Meta
The telecommunications (telecom) industry is undergoing a transformative shift driven by advancements in artificial intelligence (AI) and machine learning (ML). Small Language Models (SLMs), which can run efficiently on Internet of Things (IoT) and edge devices, are at the forefront of this revolution. SLMs are scaled-down versions of large language models (LLMs) that deliver comparable […]