What happens when an enterprise has hundreds of AI systems, agents, and MCP tools to govern? I compared 5 AI governance platforms for 2026 across risk, compliance, security, runtime enforcement, agent/MCP governance, auditability, deployment, and pricing. I also broke down the difference between AI governance, AI security, and runtime governance.