Scale generative AI use cases, Part 1: Multi-tenant hub and spoke architecture using AWS Transit Gateway
Machine Learning Blog
This article discusses a multi-tenant hub and spoke architecture for scaling generative AI use cases using AWS Transit Gateway, focusing on secure and scalable multi-account networking for generative AI implementations.
- Architecture consists of a central hub account and multiple spoke accounts
- Hub account provides shared services like authentication and routing
- Spoke accounts contain tenant-specific resources like Amazon Bedrock models
- Uses AWS Transit Gateway for cross-account networking and connectivity
- Implements centralized authentication via Amazon Cognito
- Supports routing requests to specific tenant accounts based on custom attributes
The solution enables organizations to securely scale generative AI implementations across multiple accounts while maintaining tenant isolation and centralized management.
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