A static Zapier workflow cannot perform real-time BIN lookups, contextually weigh card type against order risk signals (AOV, geo, velocity), and auto-cancel or flag orders in a single decision loop. An LLM agent dynamically combines BIN metadata, order history, and merchant-configured risk threshold Shopify merchants cannot reliably detect prepaid cards before shipping, as Shopify's built-in fraud analysis does not flag them, requiring a tedious manual BIN check to avoid chargebacks. Key capabil

• Secure authentication with Shopify OAuth
• Seamless sync with your existing tools and workflow
• AI-powered analysis — intelligent decisions without manual rules
• Secure data storage with full audit history
• Shopify Admin Writeback Tool