AWS Architecture Blog

Category: Intermediate (200)

Edge-to-cloud architecture for real-time driver monitoring using AWS IoT, Kinesis, and ML services

Optimizing fleet operations using Amazon SageMaker AI and Amazon Bedrock

In this post, we’ll explore how to maximize the value of dashcam footage through best practices for implementing and managing Computer Vision systems in commercial fleet operations. We’ll demonstrate how to build and deploy edge-based machine learning models that provide real-time alerts for distracted driving behaviors, while effectively collecting, processing, and analyzing footage to train these AI models.

Revolutionizing agricultural knowledge management using a multi-modal LLM: A reference architecture

In this blog post, we introduce a reference architecture that offers an intelligent document digitization solution that converts handwritten notes, scanned documents, and images into editable, searchable, and accessible formats. Powered by Anthropic’s Claude 3 on Amazon Bedrock, the solution uses the sophisticated vision capabilities of LLMs to process a wide range of visual formats, preserving the original formatting while extracting text, tables, and images.

Project implementation process with architecture review checkpoints

Build and operate an effective architecture review board

In this post, we identify the components of an efficient architecture review process, define what an ARB is, and describe how to build and operate an effective enterprise ARB.

Master architecture decision records (ADRs): Best practices for effective decision-making

In this post, you’ll learn how to implement Architecture Decision Records (ADRs) in your organization, based on best practices developed from experience with over 200 ADRs across multiple projects. You’ll also discover practical tips for streamlining architectural decision-making, see real-world examples from projects with teams ranging from 10 to over 100 members, and understand the common challenges in architecture decision-making and how ADRs can help address them.

Realizing twelve-factors with the AWS Well-Architected Framework

Organizations that are interested in improving their development velocity that follow the principles of the twelve-factor app might find benefits in understanding how to realize those concepts on Amazon Web Services (AWS). In this post, I will help you correlate the twelve-factors app concepts as you architect solutions on AWS.

How Banfico built an Open Banking and Payment Services Directive (PSD2) compliance solution on AWS

This post was co-written with Paulo Barbosa, the COO of Banfico.  Introduction Banfico is a London-based FinTech company, providing market-leading Open Banking regulatory compliance solutions. Over 185 leading Financial Institutions and FinTech companies use Banfico to streamline their compliance process and deliver the future of banking. Under the EU’s revised PSD2, banks can use application […]

Figure 1. Redundant direct connection from Hawaii to the US mainland

Building Resilient and High Performing Cloud-based Applications in Hawaii

Hawaii is building a digital economy for a sustainable future. Many local businesses are already embarking on their journey to the cloud to meet their customers’ growing demand for digital services. To access Amazon Web Services (AWS) on the US mainland, customers’ data must traverse through submarine fiber-optic cable networks approximately 2,800 miles across the […]

Figure 2. Technical workflow for Meshify IoT architecture

How Meshify Built an Insurance-focused IoT Solution on AWS

The ability to analyze your Internet of Things (IoT) data can help you prevent loss, improve safety, boost productivity, and even develop an entirely new business model. This data is even more valuable, with the ever-increasing number of connected devices. Companies use Amazon Web Services (AWS) IoT services to build innovative solutions, including secure edge […]