AI Platform Posture, Shadow AI & Cost Governance refers to solutions designed to monitor, manage, and optimize the security, compliance, and financial aspects of artificial intelligence deployments within organizations. This category addresses the unique risks and operational challenges associated with AI models, including unauthorized or unmanaged AI instances—commonly known as shadow AI—and the need for visibility into AI-related expenditures. Core capabilities include continuous assessment of AI platform configurations, detection of unsanctioned AI usage, enforcement of security and compliance policies, and analysis of resource consumption to control costs. These solutions often integrate with cloud and on-premises environments, providing centralized oversight of AI assets and their associated risks. Typical users are security teams, IT administrators, and financial governance professionals responsible for safeguarding AI infrastructure, ensuring regulatory compliance, and managing operational budgets. Unlike general cloud security or IT asset management tools, this category focuses specifically on the intersection of AI lifecycle management, risk mitigation, and cost control. Cyberin serves as a neutral platform for discovering and comparing AI Platform Posture, Shadow AI & Cost Governance solutions.