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AWS Solutions Library

Guidance for Generating Infrastructure-as-Code Templates from Architecture Diagrams on AWS

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Overview

This Guidance demonstrates how to transform architecture diagrams into Infrastructure as Code (IaC) templates using AI, addressing the challenge of time-consuming manual coding for solutions targeted for AWS deployments. The process begins when users upload diagrams through a web interface, where advanced AI models analyze the image and generate a comprehensive summary. A step-by-step workflow then creates AWS CDK code with appropriate IAM permissions, storing the deployable code in S3 and notifying users via email upon completion. You can accelerate your solution builds and deployments by 80-90% while ensuring adherence to your organization’s specific best practices and development guidelines.

Benefits

Transform architecture diagrams into deployable infrastructure code through an intelligent, serverless workflow. This solution reduces manual coding efforts and accelerates time-to-market by automatically generating AWS CDK stacks from visual representations of your architecture.

Leverage advanced AI models to analyze architecture diagrams and generate comprehensive documentation and implementation code that adheres to AWS Well-Architected best practices. This approach ensures consistent quality and reduces the risk of misconfigurations in your cloud deployments.

Enable your teams to design architectures visually and automatically convert them to production-ready code. This visual-first approach bridges the gap between design and implementation, improving collaboration between architects and developers while maintaining governance through standardized CDK deployments.

Seamlessly integrate your organization’s specific guidelines and best practices into the AI-driven code generation process. This customizable approach ensures that all generated infrastructure code inherently complies with your unique specifications, maintaining consistency and governance across your cloud deployments while reducing the need for manual adjustments after generation.

How it works

These technical details feature an architecture diagram to illustrate how to effectively use this solution. The architecture diagram shows the key components and their interactions, providing an overview of the architecture's structure and functionality step-by-step.

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Deploy with confidence

Ready to deploy? Review the sample code on GitHub for detailed deployment instructions to deploy as-is or customize to fit your needs. 

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Disclaimer

The sample code; software libraries; command line tools; proofs of concept; templates; or other related technology (including any of the foregoing that are provided by our personnel) is provided to you as AWS Content under the AWS Customer Agreement, or the relevant written agreement between you and AWS (whichever applies). You should not use this AWS Content in your production accounts, or on production or other critical data. You are responsible for testing, securing, and optimizing the AWS Content, such as sample code, as appropriate for production grade use based on your specific quality control practices and standards. Deploying AWS Content may incur AWS charges for creating or using AWS chargeable resources, such as running Amazon EC2 instances or using Amazon S3 storage.