AWS Architecture Blog
Category: Customer Solutions
How Aigen transformed agricultural robotics for sustainable farming with Amazon SageMaker AI
In this post, you will learn how Aigen modernized its machine learning (ML) pipeline with Amazon SageMaker AI to overcome industry-wide agricultural robotics challenges and scale sustainable farming. This post focuses on the strategies and architecture patterns that enabled Aigen to modernize its pipeline across hundreds of distributed edge solar robots and showcase the significant business outcomes unlocked through this transformation. By adopting automated data labeling and human-in-the-loop validation, Aigen increased image labeling throughput by 20x while reducing image labeling costs by 22.5x.
How Generali Malaysia optimizes operations with Amazon EKS
In this post, we look at how Generali is using Amazon EKS Auto Mode and its integration with other AWS services to enhance performance while reducing operational overhead, optimizing costs, and enhancing security.
Digital Transformation at Santander: How Platform Engineering is Revolutionizing Cloud Infrastructure
Santander faced a significant technical challenge in managing an infrastructure that processes billions of daily transactions across more than 200 critical systems. The solution emerged through an innovative platform engineering initiative called Catalyst, which transformed the bank’s cloud infrastructure and development management. This post analyzes the main cases, benefits, and results obtained with this initiative.
6,000 AWS accounts, three people, one platform: Lessons learned
This post describes why ProGlove chose a account-per-tenant approach for our serverless SaaS architecture and how it changes the operational model. It covers the challenges you need to anticipate around automation, observability and cost. We will also discuss how the approach can affect other operational models in different environments like an enterprise context.
How Convera built fine-grained API authorization with Amazon Verified Permissions
In this post, we share how Convera used Amazon Verified Permissions to build a fine-grained authorization model for their API platform.
How Artera enhances prostate cancer diagnostics using AWS
In this post, we explore how Artera used Amazon Web Services (AWS) to develop and scale their AI-powered prostate cancer test, accelerating time to results and enabling personalized treatment recommendations for patients.
How Salesforce migrated from Cluster Autoscaler to Karpenter across their fleet of 1,000 EKS clusters
This blog post examines how Salesforce, operating one of the world’s largest Kubernetes deployments, successfully migrated from Cluster Autoscaler to Karpenter across their fleet of 1,000 plus Amazon Elastic Kubernetes Service (Amazon EKS) clusters.
How BASF’s Agriculture Solutions drives traceability and climate action by tokenizing cotton value chains using Amazon Managed Blockchain
BASF Agricultural Solutions combines innovative products and digital tools with practical farmer knowledge. This post explores how Amazon Managed Blockchain can drive a positive change in the agricultural industry by tokenizing food and cotton value chains for traceability, climate action, and circularity.
A scalable, elastic database and search solution for 1B+ vectors built on LanceDB and Amazon S3
In this post, we explore how Metagenomi built a scalable database and search solution for over 1 billion protein vectors using LanceDB and Amazon S3. The solution enables rapid enzyme discovery by transforming proteins into vector embeddings and implementing a serverless architecture that combines AWS Lambda, AWS Step Functions, and Amazon S3 for efficient nearest neighbor searches.
How CommBank made their CommSec trading platform highly available and operationally resilient
In this post, we explore how CommSec, Australia’s leading online broker, transitioned from a multicloud environment to AWS as their sole cloud provider while implementing Amazon Application Recovery Controller (ARC) zonal shift to maintain high availability and operational resilience. The consolidation resulted in significant benefits including 25% base capacity reduction, two times faster deployments, and improved failover capabilities through ARC zonal shift, enabling CommSec to continue serving millions of customers while meeting strict regulatory requirements.









