Shared infrastructure, isolated tenants: Pool model multi-tenancy with Amazon Bedrock AgentCore | Amazon Web Services
Building multi-tenant AI applications presents new architectural challenges. You need complete tenant isolation between customers, different service tiers with different capabilities, granular cost tracking, and observability per tenant. Without these, you could risk exposing customer data, not providing appropriate quality of service to your customers or running up unforeseen costs.
In this post, you will learn patterns for implementing production-ready multi-tenant systems using Amazon Bedrock AgentCore. You will see these patterns demonstrated through healthcare AI agents that serve multiple clinics and hospitals. While the post uses healthcare as the example domain, the architectural patterns and implementation techniques apply broadly to various multi-tenant AI applications. Whether you’re building SaaS platforms, enterprise solutions serving multiple business units, or managed services for different customer organizations, you can use these architectural patterns to build your solution.
What you’ll learn
- How to implement complete tenant isolation in agentic applications using native AWS capabilities.
- Patterns for...
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