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Ariya SreekumarJanuary 7, 20264 min read

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For e-commerce businesses, scattered spreadsheets don’t lead to deeper insights; they drain efficiency. One e-commerce brand experienced the impact of fragmented data and partnered with SayOne for a scalable solution. This case study describes the challenges they faced, how we solved them, and the outcomes they achieved.
An e-commerce brand on Shopify selling beauty products was struggling with disconnected spreadsheets for inventory, orders, and customer insights. Dealing with multiple spreadsheets exhausted the team and led to critical errors, which began to affect their bottom line. As they approached SayOne for a solution, we developed a custom app that pulls real-time data from Shopify, creating a single central dashboard for operations, sales, and fulfillment.
The lack of a unified dashboard to track data on inventory, orders, and customer insights led to the following challenges:
Orders from Shopify had to be manually copied into spreadsheets for tracking, leading to duplicates and outdated info across teams.
Spreadsheets couldn't handle real-time stock updates, causing frequent overselling and stockouts during peak seasons.
The data on sales, customers, and inventory lived in separate tools, making it impossible to form an overall view without hours of consolidation.
As orders doubled, manual processes slowed everything down, risking customer satisfaction and lost revenue.
SayOne developed a custom app that became the e-commerce store’s unified dashboard to track all data in one place using Zoho Creator. We chose Zoho Creator for its low-code flexibility and smooth Shopify integration via Zoho Flow and APIs. The custom app featured:
The implementation was completed in two months, and we overcame the following challenges during this period.
Since Shopify and Zoho Creator organize their information differently, details from one system didn’t automatically fit into the other. To solve this, we learned what each data point meant and created a clear reference guide for all data.
Early dashboard versions loaded slowly when handling high-order volumes and complex queries. We improved performance by loading information in smaller chunks, organizing data better, and using smarter data lookups. This made the dashboard load almost instantly, even at high order volumes.
API rate limits and webhook delays caused occasional sync lags during early testing phases. We resolved it by implementing retry logic, scheduling batch updates for non-critical data, optimizing webhook triggers, and load-testing under simulated peak traffic to ensure reliable real-time flow.
Here are the transformative gains that the e-commerce brand experienced in six months post-launch:
The order fulfillment cycle reduced from 48 hours to less than 24 hours on average, freeing staff for customer service.
The inventory accuracy increased to 98%, which significantly eliminated overselling incidents.
The monthly revenue rose by 25% using data-informed decisions that allowed identifying high-performing products quickly.
The overall operational costs were reduced by 15% through the elimination of repetitive tasks via automation.
This project imparted valuable learnings that helped us refine our approach for similar e-commerce clients.
Begin by uncovering hidden pain points in spreadsheets by documenting exact workflows to ensure the app automates the right tasks from day one.
Ensure data transfer and accuracy by investing significantly in building robust and reliable integrations.
Design modularly-separate concerns such as reporting, workflows, and integrations. This helps in easy addition of warehouses or sales channels, or AI features later on, without much hassle and at a considerably lower cost.
As their dashboard continues to progress, the brand will next look to implement AI-powered forecasting.
Is your Shopify store struggling with fragmented records? Contact us to build a unified dashboard with Zoho Creator.
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