{"id":23586,"name":"AI Audit Trail Validator","purpose":"A tool to analyze AI reports (like the Deloitte report on the university merger) for AI-hallucinated references and cost discrepancies, providing auditors with a quick and reliable way to identify and correct errors.","profitable":1,"date_generated":"Monday October 2026 00:06","reference":"ai-audit-validator","technology_advise":["Python","PostgreSQL","Medium"],"development_time_estimation_mvp_in_hours":80,"grade":6.8,"category":"security","view_count":4,"similar_ideas":[{"id":11357,"name":"AI Trust Auditor","grade":7.4,"category":"devtools"},{"id":3124,"name":"Financial Reporting AI Auditor","grade":8.0,"category":null},{"id":6469,"name":"AI Accuracy Audit Tool","grade":8.1,"category":"ai"},{"id":21707,"name":"AI Evidence Trail Auditor","grade":8.2,"category":"ai"},{"id":9422,"name":"AI Transparency Auditor","grade":7.8,"category":"ai"}],"source_headline":"Government seeks reimbursement from Deloitte over flawed AI report"}