u/RoughOrganic1849

I'm planning to build a solution to automate Tableau dashboard QC/testing.

We currently have 20+ Tableau dashboards hosted on Tableau Server. The underlying data is refreshed weekly, and every week we manually validate dashboards for:

• Data accuracy and consistency
• Formatting and layout issues
• Filters, parameters, and calculations
• KPI validation
• Overall dashboard functionality

In addition, before promoting dashboards to production, we perform a thorough QC process to ensure everything is client-ready.

The manual validation process is becoming very time-consuming and repetitive. Has anyone implemented an automated testing/QC framework for Tableau dashboards? What tools, approaches, or best practices would you recommend for automating dashboard validation, regression testing, and data quality checks?

I'd love to hear about real-world solutions and lessons learned.