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How Workhuman built multi-tenant self-service reporting using Amazon Quick Sight embedded dashboards

Machine Learning Blog



This article describes how Workhuman built a multi-tenant self-service analytics platform using Amazon QuickSight embedded dashboards to eliminate manual reporting bottlenecks for their seven million users.

  • Workhuman faced overwhelming manual reporting requests from customers; needed scalable self-service solution
  • Implemented QuickSight namespaces for strict tenant isolation and data security
  • Used row-level security to restrict data access based on user roles within each tenant
  • Created master analysis templates for consistency; automated customer-specific customization via API
  • Built CI/CD pipeline automating dashboard deployment across development, staging, production
  • Customers can now create and customize their own reports without developer involvement
  • Results: reduced custom reporting requests, faster insights, improved customer satisfaction, scalable architecture
  • Future plans include enhanced customization, new visualizations, chat agents, Pixel Perfect Reports

Workhuman's implementation demonstrates how to deliver scalable self-service analytics in SaaS applications while maintaining strict multi-tenant data isolation and security.



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