AWS Machine Learning Blog
6/23/2026

Shared infrastructure, isolated tenants: Pool model multi-tenancy with Amazon Bedrock AgentCore
Short summary
Amazon Bedrock AgentCore demonstrates production-ready patterns for multi-tenant AI agent systems using shared infrastructure with isolated tenant workloads. The case study shows healthcare AI agents serving multiple clinics and hospitals with strict data isolation and compliance boundaries. This architecture enables developers to build scalable, regulated-industry-ready platforms.
- •Pool-model multi-tenancy shares infrastructure while maintaining strict tenant data isolation
- •Healthcare use case demonstrates compliance and regulation handling for multi-tenant agents
- •Pattern is reusable across regulated industries requiring data segregation
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