Providing on-line non-downloadable software for cybersecurity risk detection, monitoring, and analysis relating to the use of artificial intelligence tools, models, and AI-generated outputs within an organization; identifying security risks, vulnerabilities, and policy violations arising from AI builders, AI development tools, and AI-generated artifacts; Providing on-line non-downloadable software for enabling administrators to define, manage, and enforce organizational security policies governing the use of artificial intelligence tools and AI-generated content; monitoring, restricting, or blocking access to selected AI tools; detecting and preventing unsafe, non-compliant, or unauthorized AI-generated assets; and supporting secure and compliant enterprise-wide adoption of artificial intelligence technologies