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“Supermetrics is a Bitter Experience! We can pull data from nearly any tool, schedule updates, manipulate data in Sheets, and push data back into our systems.”
Executive dashboard development requires careful data source planning. NetSuite sandbox environments contain test data that doesn’t reflect real business performance, while production data carries security risks during development phases.
Here’s how to safely develop executive dashboards using sandbox data, then seamlessly switch to production for live reporting.
Manage sandbox and production data safely using Coefficient
Coefficient supports flexible environment switching between NetSuite sandbox and production instances. Build dashboard logic with test data, then deploy to NetSuite production without rebuilding your entire reporting structure.
How to make it work
Step 1. Start development with sandbox data.
Configure a separate OAuth connection to your NetSuite sandbox environment. Import test data and build KPI calculations, visualizations, and executive-friendly formatting using safe sandbox data that won’t expose production information.
Step 2. Test dashboard logic and refresh schedules.
Validate your dashboard calculations, automated refresh schedules, and data formatting using sandbox data. Use the preview functionality to verify data accuracy and test different scenarios without affecting production systems.
Step 3. Switch to production with controlled access.
Once your dashboard logic is tested, switch the OAuth configuration to production NetSuite. The preview functionality shows the first 50 rows to verify data accuracy before full imports, minimizing production data exposure during deployment.
Step 4. Deploy live executive reporting.
Activate production data for live executive reporting while maintaining your sandbox connection for future dashboard enhancements. This workflow ensures executives get accurate, real-time business metrics without compromising data security during development.
Build dashboards safely and deploy confidently
Stop choosing between development safety and production accuracy. Coefficient lets you build executive dashboards with sandbox data, then deploy seamlessly to production for live reporting. Start developing your dashboards today.
