Knostic Knowledge Graph Mapping is a component of the Knostic GenAI Knowledge Security Platform that provides visibility and control over data access in AI assistant environments. The tool creates knowledge graph representations to map relationships between data, users, and AI systems. The platform addresses security challenges specific to generative AI deployments, including shadow AI discovery, data oversharing prevention, and prompt injection defense. Knowledge Graph Mapping enables organizations to understand how data flows through AI assistants and identify potential security risks. The solution integrates with enterprise data sources to automatically detect and control data access patterns. It supports use cases across employee AI tool usage, runtime applications, coding assistants, agents, and MCP servers. Key capabilities include detecting unsanctioned AI tool usage, preventing data from reaching public LLMs, identifying data sprawl, and automated data classification and labeling. The platform provides security controls for AI coding assistants, MCP servers, and AI agents. Knostic Knowledge Graph Mapping is designed for enterprise environments requiring governance over AI assistant deployments while maintaining visibility into how organizational knowledge is accessed and shared through AI systems.