About This Architecture

Multi-AZ AWS data architecture for digital design platforms integrating acquisition, governance, storage, and application layers across isolated subnets. Data flows from acquisition servers through governance pipelines (cleaning, standardization, quality checks) into private storage (RDS, Timestream, S3) and exposed via API Gateway, Lambda, and OpenSearch for downstream ECS applications. This architecture demonstrates defense-in-depth data governance, separation of concerns, and high availability for engineering teams managing CAD, simulation, and prototype data. Fork this diagram to customize subnet sizing, add cross-region replication, or integrate additional AWS services like Glue or SageMaker. The design balances security (private governance/storage subnets) with accessibility (public application tier) while maintaining blast radius isolation across two availability zones.

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How do you architect a scalable, governed data platform on AWS for engineering design and simulation workflows?

This diagram shows a multi-AZ AWS VPC with separate public acquisition subnets, private governance subnets for data cleaning and standardization, private storage subnets (RDS, Timestream, S3), and private service subnets exposing data via API Gateway and Lambda. Public application subnets run ECS containers for design, simulation, and prototype platforms, ensuring security isolation and high avail