{"id":13715,"name":"Enterprise RAG Access Control Manager","purpose":"A security layer that enforces access control policies within RAG systems, ensuring that sensitive documents (HR, finance, etc.) are only retrieved and presented to authorized users, addressing the 'access control gap' mentioned in the article.","profitable":1,"date_generated":"Tuesday May 2026 23:18","reference":"rag-access-control-manager","technology_advise":["Java","PostgreSQL","Difficult"],"development_time_estimation_mvp_in_hours":200,"grade":7.8,"category":"security","view_count":30,"similar_ideas":[{"id":6938,"name":"RAG Risk Analyzer","grade":7.2,"category":"security"},{"id":20135,"name":"RAG Assistant for Enterprises","grade":7.5,"category":"devtools"},{"id":1731,"name":"Semantic Access Guardian (SAG)","grade":7.8,"category":null},{"id":17310,"name":"Agent Access Guardian","grade":7.8,"category":"security"},{"id":15991,"name":"SecureAI-Access","grade":7.5,"category":"security"}],"source_headline":"Access control gap makes enterprise RAG systems dangerous"}