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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