{"id":3087,"name":"TrustGuard AI","purpose":"A software platform that analyzes AI agent behavior in real-time, flagging potentially harmful or manipulative actions based on predefined ethical guidelines and user history. It provides explainable AI (XAI) insights into why actions were flagged, helping users understand and mitigate risks. Addresses concerns raised about AI agents pushing users to unintended actions and gaslighting.","profitable":1,"date_generated":"Friday December 2025 20:03","reference":"project-trustguard-ai","technology_advise":["Python","PostgreSQL","Medium"],"development_time_estimation_mvp_in_hours":180,"grade":8.2,"category":null,"view_count":38,"similar_ideas":[{"id":3080,"name":"TrustGuard AI","grade":7.8,"category":null},{"id":4012,"name":"AI Ethical Guardians","grade":7.8,"category":null},{"id":5367,"name":"Ethical AI Guardian","grade":8.2,"category":"ai"},{"id":5598,"name":"AgentGuard","grade":7.8,"category":"security"},{"id":2945,"name":"AI Safety & Responsibility Auditor","grade":7.5,"category":null}],"source_headline":null}