Fragmented product data across Shopify, Amazon, and in-store POS systems creates misrepresentation risk for AI shopping agents and operational drag. A custom synchronization workflow automates the propagation of SKU updates, pricing changes, and inventory status across all channels. The architecture uses specialized agents for conflict resolution and validation, integrating with PIM and ERP systems like SAP to enforce a single source of truth, reducing reconciliation labor by 70% and preventing costly overselling or compliance violations.




