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This post explores design considerations for architecting multi-tenant agentic applications and the framework needed to address SaaS architecture challenges with Amazon Bedrock AgentCore.
Software as a service (SaaS) providers building multi-tenant agentic applications must address architectural challenges beyond the typical concerns of security, governance, and response accuracy. These include tenant isolation, tenant identity, tenant observability, data isolation, cost attribution, and noisy neighbor mitigation. Closing the gap between a working demo and a production deployment requires infrastructure built for multi-tenant environments.Amazon Bedrock AgentCore is a managed, serverless service for building, deploying and securely operating agentic applications on AWS. It provides constructs for deploying agents and hosting MCP servers, with built-in support for identity management, memory, observability, and evaluations, all designed to make multi-tenant agent architectures straightforward to build.
