multi-cloud-architecture

Design vendor-agnostic multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. This framework guides cloud-agnostic patterns, abstraction layers, and best-of-breed service selection to prevent vendor lock-in.

Plan multi-cloud migrations by applying a structured decision framework that evaluates service equivalents and integration points across AWS, Azure, and GCP. This approach provides specific migration guidance and governance strategies for cross-provider deployments.

Set up disaster recovery (DR) across AWS, Azure, and GCP by utilizing multi-cloud design patterns that distribute workloads geographically across providers. The decision framework helps select appropriate cross-cloud services to ensure high availability and resilience.

Yes, you can use a single decision framework to compare services and optimize costs across AWS, Azure, and GCP. It provides governance guidance and cost considerations to help select the best-of-breed services for cross-cloud data pipelines and global web applications.

Avoid building a multi-cloud architecture when application requirements do not justify the increased governance overhead and cross-cloud integration complexity. If a single provider offers sufficient geographic distribution and services, a multi-cloud strategy may introduce unnecessary operational costs.

Yes, the multi-cloud architecture decision framework supports global web apps, data pipelines, and SaaS platforms. It applies cloud-agnostic design patterns and service selection guidance specifically tailored for these real-world cross-cloud scenarios.