400 orders a day, processed by hand
Their ops team was copy-pasting shipment data between three systems every single day β 400+ orders, manually. Errors were slipping through weekly, chargebacks were piling up, and two senior staff had already quit. The existing vendor quoted 18 months to fix it.
We audited the full data flow in week one, then built an automation pipeline in n8n that connected their carrier API, ERP, and billing system. Edge cases were mapped, validated, and handled before go-live. Total build time: 7 weeks.



