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Ariya SreekumarMarch 30, 20265 min read

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Every hour your team spends on manual copying and pasting orders into NetSuite is an hour your competitors are scaling. Here’s how an e-commerce brand fixed it in under three weeks and saw significant results.
A mid-sized D2C brand on Shopify Plus was stuck manually entering every Shopify order into NetSuite twice a day. SayOne built a fully automated workflow that handles order sync, customer creation, inventory adjustments, and payment status updates in real-time. This case study explains how we implemented it and what results the brand achieved.
Here are the compounding problems our team solved with the help of workflow automation.
The operations staff copied order data from the Shopify panel to NetSuite manually, which was not just difficult but also risky. During peak sales, the data was backlogged overnight, and the NetSuite ran on old data, affecting reporting efficiency and decision-making.
Owing to the absence of a deduplication layer, multiple entries of the same order were found, especially after a Shopify admin refresh. The finance team had to clean the inflated revenue figures and duplicate customer records.
Since the sync was batched and manual, inventory levels in NetSuite lagged Shopify by hours. This led to increasing overselling incidents and customer service issues, especially during high-demand periods.
Shopify refunds and order cancellations were handled entirely separately, requiring a manual credit memo in NetSuite. Since this step was often deprioritized under daily workload pressure, NetSuite's accounts receivable would be overstated for days.
When a record failed to sync, no alerts or retry mechanisms were available, and the record vanished. Discovery happened only when customers reached out about a missing order.
We solved the above issues by building an n8n workflow connecting Shopify and NetSuite. The workflow automates data syncing across two platforms to ensure operations run efficiently.
Every time an order is placed in Shopify, it appears in NetSuite automatically within minutes, regardless of the time.
With automated data sync to NetSuite, the duplicated order records had gone down to zero, saving time spent on data cleaning.
Stock levels are reflected instantly in NetSuite, and the fulfillment reports enable the warehouse team to use the insight for decision-making.
When a customer requests a refund on Shopify, the corresponding credit entry in NetSuite is created automatically and immediately.
In case the sync encounters an issue, the operations team gets an alert before it becomes a customer-facing problem. The system also automatically resolved the majority of issues that arose during the initial days.
The implementation was completed in 3 weeks, and during this time, we faced and overcame the following challenges.
NetSuite’s API rate limit allowed only 10 simultaneous requests, which affected the implementation. We solved this by implementing a queue-based execution model using n8n to process records in controlled batches of 8.
Each time a customer places an order as a guest, Shopify considers them as a new person. NetSuite, on the other hand, needs a customer record linked to every order. As a result, one person could end up with separate profiles for the same customer, every time they purchase as a guest. We solved it by building a step that checks NetSuite for the customer’s email before every order is created and links to that record. If it doesn’t exist, one is created.
The SKUs in Shopify and NetSuite did not match for most products. So, without a translation layer, the integration would try to sync an order for a product that technically doesn’t exist in NetSuite. As a result, we had to build a lookup dictionary that maps every Shopify product code to its NetSuite equivalent.
The brand achieved the following results after a 3-month period.
The e-commerce business is aiming to enhance inventory management by building an n8n workflow that automatically drafts a purchase order in NetSuite and notifies procurement management when inventory falls below a reorder threshold. Contact us today!
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