AWS for Industries
Category: Amazon SageMaker
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 […]
Paving the fast lane to race car optimization with insights from Sibros Deep Logger and Amazon SageMaker
Auto-racing teams continue to push the boundaries of track day performances for both vehicles and drivers. The combination of cross-functional teams involved in driver success goes beyond what is shown during the race event and extends to deep collaborations with automakers. Automakers are engaged in constant feedback loops to optimize the performance of their cars […]
How energy customers are unlocking the potential of generative AI for Asset Performance Management and methane leak detection
Introduction Industrial Asset Performance Management (APM) has experienced a significant transformation over the past three decades. Organizations are shifting away from rigid, time-based maintenance schedules toward predictive maintenance, which enables them to optimize cost, enhance performance, and mitigate risk by anticipating equipment failures before they occur. Today, energy companies are leading the adoption of new […]
Iberdrola reduces incidents at power distribution facilities using AWS IoT and Edge services
Iberdrola is a global leader in electricity generation, distribution, and commercialization, pioneering wind power and renewable energies. i-DE is Iberdrola’s entity responsible for the electric distribution grid in Spain and Portugal, accountable for millions of operational assets with a very heterogenous nature, which makes it challenging to have a live and consolidated view of each […]