LangGuard AI Control Plane is an infrastructure platform designed to provide governance and control over AI usage across enterprise environments. The platform functions as a centralized control layer for managing AI agents and models at scale. The system provides visibility into AI assets that previously lacked a system of record, enabling organizations to track and inventory AI resources. It allows provisioning and approval of AI assets beyond traditional code or infrastructure management. The platform offers three primary capabilities: accountability through visibility into approved AI assets in use, traceability by monitoring how approved AI agents behave during operation, and auditability by providing immutable evidence of AI agent decisions and behaviors. LangGuard operates as a governance and operations layer that inventories, governs, orchestrates, and manages heterogeneous AI agents across different vendors and domains. The platform addresses the need for observability and control as enterprises deploy AI agents that take autonomous actions. The control plane integrates with modern AI infrastructure including AI model providers, development tools, cloud platforms, and security solutions to provide comprehensive oversight of AI operations across the enterprise technology stack.