As organisations deploy hundreds or even thousands of AI agents across SAP and non-SAP environments, governance becomes a critical architectural concern. Enterprise Architects must establish visibility, policy enforcement, observability, identity management, and cost controls before agent ecosystems scale beyond operational control.

SAP addresses this challenge through two complementary capabilities:

• SAP AI Agent Hub provides discovery, inventory, governance, observability, verification, and lifecycle management for AI agents, LLMs and MCP servers across heterogeneous landscapes. 
• SAP4ME acts as the operational and activation layer through which SAP-managed AI capabilities and autonomous services can be provisioned and governed within the SAP ecosystem. 

Together they form the foundation for enterprise-scale AI governance.

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