Chargeback Shield leverages machine learning and fraud detection models to analyze transaction patterns and identify potential threats. It monitors incoming payments in real-time and flags suspicious transactions. Shield benefits businesses in two ways: one, by preventing genuine customers from getting declined through its high precision risk engine, leading to incremental revenue that otherwise would be lost. And two, by covering the cost of fraud chargebacks in exchange for a fixed per transaction fee.