ApproveShield

ApproveShield helps you automate refunds with confidence using AI-powered analysis that considers order history, fraud signals, customer LTV, and policy details. Unlike static rule engines, this intelligent system generates confidence-scored recommendations with clear justification for each decision. Set your own rules and thresholds to match your business needs. The app provides secure authentication through Shopify OAuth and maintains full audit history of all decisions. Monitor everything through a visual dashboard that gives you complete visibility into refund requests and AI recommendations. Perfect for merchants who want intelligent automation without losing control over sensitive refund operations.