{"id":8809,"name":"Shadow AI Governance Dashboard","purpose":"A web-based dashboard built around Docker’s AI stack, providing centralized visibility, policy enforcement, and security controls for AI agent deployments within an organization, inspired by the 'Shadow AI' concept.","profitable":1,"date_generated":"Thursday February 2026 10:39","reference":"shadow-ai-governance","technology_advise":["Python","NodeJS","Medium","Difficult"],"development_time_estimation_mvp_in_hours":280,"grade":8.2,"category":"security","view_count":42,"similar_ideas":[{"id":8816,"name":"Shadow AI Governance Platform","grade":8.2,"category":"devtools"},{"id":8812,"name":"AI Agent Governance Dashboard","grade":7.3,"category":"devtools"},{"id":10034,"name":"AI Governance Dashboard (AID)","grade":7.5,"category":"security"},{"id":7147,"name":"AI Governance Visibility Platform","grade":7.5,"category":"ai"},{"id":10257,"name":"AI Accountability Dashboard","grade":7.2,"category":"security"}],"source_headline":"Organizations need to govern AI agents to prevent them from turning into 'shadow AI'."}