{"id":23055,"name":"LedgerGuard","purpose":"A blockchain security auditing and anomaly detection platform. Uses AI to analyze transaction patterns on various blockchains, identify suspicious activity (like the $4.8M scam), and alert users/exchanges to potential fraud, including identifying compromised ledgers.","profitable":1,"date_generated":"Friday October 2026 02:27","reference":"ledgerguard","technology_advise":["Python","PostgreSQL","Difficult","Data"],"development_time_estimation_mvp_in_hours":300,"grade":7.2,"category":"security","view_count":2,"similar_ideas":[{"id":12294,"name":"LedgerGuard","grade":7.2,"category":"security"},{"id":12045,"name":"LedgerGuard","grade":7.0,"category":"mobile"},{"id":12107,"name":"LedgerGuard","grade":6.5,"category":"mobile"},{"id":12291,"name":"LedgerGuard: App Store Authenticity","grade":7.9,"category":"mobile"},{"id":12204,"name":"SecureLedger AI","grade":8.2,"category":"security"}],"source_headline":"Scammer loses $4.8M on tampered blockchain ledgers."}