AWS has published patterns for building multi-tenant systems with Amazon Bedrock AgentCore, using healthcare AI agents as the example. The post focuses on a pool model where infrastructure is shared while tenants remain isolated.
That architecture is relevant for AI products serving many customers with similar workflows but different data boundaries. It can improve efficiency, but only if identity, permissions, memory, and retrieval are carefully separated.
Healthcare is a useful example because the cost of a tenant-isolation mistake is high. The guidance points to production concerns that agent demos often skip.