Telegram Antifraud Analytics for Media Plans
Fraud detection system reduces inefficient spending by 24% and automates verification of 100 channels in 12 minutes
One-liner: Reduced inefficient spending by 24% and converted audit of 100 channels to 12 min (p95) mode at Precision@Fraud 0.90.
Key metrics: −24% inefficient spending • 12 min/100 channels (p95) • Precision@Fraud 0.90 • Recall@Fraud 0.70 • FP rate 9% • FraudScore 0–100
Self-learning SLO: feedback recalibration p95 < 5 min, explainability coverage 100%, drift alert < 5 min.
Probability calibration: control Brier and ECE for P/R stability.
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