Leverages machine learning and a global Commerce Network to analyze ecommerce transactions, optimize conversion rates, and minimize fraud and customer abuse. The platform aggregates identity and intent data from thousands of merchants to provide pre-authentication and post-authentication fraud screening, chargeback recovery, and guaranteed fraud protection. Features include dynamic exemption management, auth rate optimization, and return abuse prevention, automating order flows while providing financial guarantees against fraud to streamline the shopper journey and protect revenue for online retailers.