AI Governance
Policy, audit, and oversight applied to AI agents in production.
What is AI Governance?
AI governance encompasses the policies, controls, and audit mechanisms applied to AI systems — particularly autonomous agents — to ensure they operate within legal, ethical, and business bounds. Production AI governance requires policy enforcement at runtime, full audit trails, escalation paths, and compliance reporting.
Related concepts
Looking for the agent operations fabric?
LeafMesh ADK is the production runtime for the concepts defined here.
More definitions
AgentOpsVendor-Agnostic AIAgent Operations FabricAI Agent OrchestrationAutonomous AIAgentic AIMulti-Agent SystemAI Control PlaneAgent Development Kit (ADK)Human-in-the-Loop (HITL)Shared Memory (Agent Context)YAML-First ConfigurationEscalation RoutingAgent ObservabilityVendor-Agnostic AILLM OrchestrationAgentOpsAgent Operations Platform