AWS for Industries
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 […]
How Angel One Built Post-Trade Reporting Platform on AWS
Modernizing legacy financial systems for regulatory compliance requires careful architectural planning and proven cloud solutions. This post shows you how Angel One transformed a fragile, stored-procedure-driven back office into a cloud-native, auditable system on AWS. You’ll learn the architecture, challenges, and results of building a post-trade reporting platform that processes 30 million records daily while […]
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
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 […]
Cloud Adoption Update for Financial Market Infrastructure Providers 2H25
Overview In the second half of 2025, Financial Market Infrastructure Providers (FMIs) continued to accelerate the migration of critical workloads across the trade lifecycle to AWS. Exchanges, Central Counterparty, Clearing Houses (CCPs), and Central Security Depositories (CSDs) have been leveraging cloud services to drive efficiency and unlock innovation. Generative AI (GenAI) and agentic AI played […]
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
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 […]
Accelerating manufacturing workloads with the AWS Well-Architected Modern Industrial Data Lens
As manufacturing organizations continue their digital transformation journeys, deriving maximum value from industrial data has become increasingly critical. To help manufacturers architect reliable, secure, and modern industrial data fabrics and accelerate their digital transformations, AWS introduces the new AWS Well-Architected Modern Industrial Data Lens. The AWS Well-Architected Modern Industrial Data Lens provides architectural best practices […]
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 […]








