The Challenge
High-volume payment fraud impacting revenue and customer trust
The e-commerce platform was experiencing sophisticated payment fraud costing $12M annually. Traditional fraud detection was slow, generated high false positives (30% of declined legitimate transactions), and couldn't keep pace with evolving fraud tactics. Customer experience was suffering, and operational costs for fraud management were unsustainable.