MCP
Developers building enterprise AI agent systems now have a reference architecture for multi-tenancy and data isolation at scale, while business buyers gain a compliance-friendly deployment pattern that keeps team data segregated while preserving agent utility.
AWS published a technical guide for building multi-account AI agent architectures using Amazon Bedrock AgentCore Gateway and Model Context Protocol (MCP). The approach centralizes agent orchestration in a platform account while allowing line-of-business accounts to expose data as MCP servers with cross-account access and fine-grained authorization, enabling unified agent queries across isolated data domains.
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