Visibility (AI)

AI visibility means having full visibility across an organization’s entire AI ecosystem, including public GenAI tools, homegrown AI applications, coding assistants, AI agents, third-party AI tools, AI agent skills, MCP servers, and AI activity on employee endpoints. It enables organizations to discover and manage shadow AI, understand where AI is being used, see how it interacts with data, tools, and systems, and identify where security, governance, and compliance risks may exist.