AWS for Industries

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Aeron on AWS: 2025 Performance Benchmark Results

Aeron on AWS: 2025 Performance Benchmark Results

Advances in cloud performance continue to accelerate the shift of capital markets to the cloud. This shift demands that core market infrastructure be re-engineered for cloud-based resilience and performance. Aeron’s high-performance messaging and clustering technology is purpose-built to support this move, enabling front-office trading and risk workflows, liquidity provision, trade execution, and market data to […]

Visualizing Distributed and Edge Applications Performance Using Amazon Quick Suite Sankey Diagram

Visualizing Distributed and Edge Applications Performance Using Amazon Quick Suite Sankey Diagram

Introduction In today’s mission-critical networks, distributed and edge computing plays a vital role in telecommunications, gaming, Edge AI processing, and autonomous vehicles. As distributed applications are deployed across multiple AWS Regions, Availability Zones (AZs), and Local Zones (LZs) to meet customer demands for ultra-low latency services, understanding each node’s performance becomes increasingly complex. Traditional monitoring […]

How Frontier Communications uses Amazon Bedrock to transform customer insights from call transcripts

How Frontier Communications uses Amazon Bedrock to transform customer insights from call transcripts

Introduction Frontier Communications is the largest pure-play fiber provider in the United States with 3.2 million broadband subscribers across 25 states and over 12,000 employees. The Retention & Loyalty group ensure our customers remain delighted by optimizing the customer journey, reducing churn, and improving Lifetime Value (LTV). As data scientists, we use the Amazon Web […]

Architecting the Semantic MCP Server: Edge Deployment of Fine-Tuned SLMs to Solve the Data Ingestion Problem for Telco Operations

Architecting the Semantic MCP Server: Edge Deployment of Fine-Tuned SLMs to Solve the Data Ingestion Problem for Telco Operations

This post introduces the “Semantic MCP Server” pattern—a hybrid edge architecture designed to solve the “Data Gravity” problem in Telecommunications. It demonstrates how to reduce Cloud inference costs and ensure Data Sovereignty using Fine-Tuned Small Language Models (SLMs) deployed on AWS Outposts or AWS AI Factories. The Target Audience are Telecommunications Network Architects, MLOps Engineers, […]

Protecting Sensitive Data at Scale: Automated detection and remediation in a financial data lake

Protecting Sensitive Data at Scale: Automated detection and remediation in a financial data lake

Introduction Financial institutions face a critical challenge: protecting sensitive data at scale while enabling innovation. This post provides guidance for detecting and processing sensitive data within your financial data lake on AWS, helping you maintain compliance without sacrificing agility. Data lakes have grown exponentially in the financial services industry, fueled by cloud computing. Cloud offers […]

Operational risk management and AI for banks and financial services customers

Operational risk management and AI for banks and financial services customers

Introduction In 2022 we published a blog entitled “Is your Enterprise Risk Management Framework ready for the Cloud?” that set out how and why Enterprise Risk Management Frameworks (ERMFs) needed to change to accommodate the adoption of Cloud technology. In the intervening three years, we have observed that those customers who are making the most […]

BMW Group unlocks insights from petabytes of data with agentic search on AWS

BMW Group unlocks insights from petabytes of data with agentic search on AWS

The BMW Group, headquartered in Munich, Germany, employs 159,000 people across more than 30 production and assembly facilities in 15 countries. As an automotive innovation leader, BMW Group has been working to stay at the forefront of digital transformation by using data and artificial intelligence (AI). In 2020, BMW Group launched the Cloud Data Hub […]

Announcing the Well-Architected FSI Lens updated for Generative AI and Agentic AI

Announcing the Well-Architected FSI Lens updated for Generative AI and Agentic AI

Today, we’re excited to announce an update to the AWS Well-Architected Financial Services Industry Lens with comprehensive guidance for generative AI and agentic AI workloads. This version is available in the Lens Catalog of the AWS Well-Architected Tool. What’s New The updated Financial Services Industry (FSI) Lens introduces new best practices specifically designed for generative […]

European FSI Technology Priorities: Insights to Jumpstart Financial Innovation

Financial institutions across EMEA are confronting a defining moment. Competition is intensifying while customer expectations continue to rise. Regulatory requirements, including the Digital Operational Resilience Act (DORA) and data sovereignty mandates, are more complex and costly than ever. And technology—fueled by artificial intelligence (AI) innovation—is evolving at lightning pace. Technological innovation is essential but demands careful […]

Bridging the Knowledge Gap: Using Generative AI on AWS to Preserve Critical Expertise

In modern manufacturing, the ability to quickly access critical information and use the expertise of experienced operators is essential for maintaining high productivity and quality, as well as minimizing costly machine downtime. However, as skilled workers retire or move on and the workforce landscape changes, manufacturers often face the challenge of preserving institutional knowledge and […]