AWS Architecture Blog
Category: Customer Solutions
How BMW Group accelerated connected vehicle workloads on AWS Graviton
Learn how BMW Group migrated its connected vehicle platform from x86 to AWS Graviton. Using Karpenter, multi-architecture container builds, and Graviton-based CI/CD runners, the team moved workloads without disruption, cutting NGINX ingress CPU by about 57 percent and delivering about 40 percent better price-performance.
How boAt delivers personalized fitness coaching with Amazon Bedrock
Learn how boAt built its AI Coach feature on Amazon Bedrock and AWS Lambda to deliver personalized, real-time fitness coaching to millions of smartwatch users across India, and the design choices that made the solution scalable and cost-effective.
How Revinate accelerated API adoption with Amazon API Gateway
Accelerating API adoption while reducing operational overhead is a challenge that every growing organization faces. For Revinate, a hospitality provider serving over 12,500 hotels worldwide and powering more than 1.25 billion guest profiles, Amazon API Gateway became the foundation of their solution. Revinate empowers hoteliers to connect directly with guests at every touchpoint, driving $24 […]
Automating agentic AI Well-Architected reviews with the AWS Agentic AI Lens
Smarsh used the AWS Well-Architected Framework’s Agentic AI Lens to review its first agentic workload. Because the lens is not yet selectable in the console, the team encoded it as a Claude skill that assessed all 150 best practices against the workload’s GitHub repository and produced an evidence-backed review workbook in hours instead of days.
Vessel-specific voyage optimization with machine learning: Manta on AWS
Manta Marine Technologies closes the gap between seemingly identical ships by training machine learning models on each vessel’s own operational history. Learn how Manta delivers vessel-specific voyage optimization on AWS to help shipowners reduce fuel consumption and improve voyage efficiency.
How Anchorage Digital and Turnkey verify code with AWS Nitro Enclaves
Anchorage Digital and Turnkey built verifiable infrastructure on AWS Nitro Enclaves so crypto wallets can cryptographically verify which code parsed a transaction. This post covers the architecture, the attestation-gated access pattern, and how it extends to any high-trust workflow beyond blockchain.
How Dynata scaled AI across the development lifecycle with AI-DLC and Kiro IDE
Dynata reimagined its development lifecycle with AI, moving from AI-assisted coding to the AI-Driven Development Lifecycle (AI-DLC) methodology with Kiro IDE. Learn how the company reduced the development phase of full-stack features from three to four sprints to roughly one, with every team aligned from the start.
How UTS established a modern curriculum data services foundation on AWS
The University of Technology Sydney built a modern curriculum data services foundation on AWS that treats curriculum data as a governed, reusable product, available through APIs, graph traversal, semantic search, and event delivery, while leaving the source Curriculum Management System authoritative. One engineer now operates the domain.
Stopping business email compromise with AI-driven email security: How VIPRE protects modern enterprises on AWS
Learn how VIPRE Security built an AI-powered email security solution on AWS to stop business email compromise. VIPRE Integrated Email Security uses machine learning and a serverless architecture on Amazon ECS, Amazon SQS, and Amazon S3 to detect and block sophisticated email impersonation in real time, without MX record changes.
Accelerating airline retailing innovation: how Datalex modernized with AWS Experience-Based Acceleration and agentic AI
Datalex, a leader in airline ecommerce, partnered with AWS on a three-day Experience-Based Acceleration (EBA) workshop to prove modernization feasibility. Learn how they migrated a core reservation component from EJB/Java 8 to Spring Boot/Java 21, built a secure CI/CD pipeline, added observability, and integrated agentic AI.









