Data table as primary view for HR, not dashboard cards
HR specialists worked with hundreds of employees at a time. Card-based dashboards — popular in consumer fintech — forced them to scroll endlessly to find outliers. They needed density and filtering, not visual simplicity.
Designed the HR primary view as a data table with advanced filtering, sorting, and bulk actions. Exception highlighting (unusual contributions, missing data, compliance flags) surfaced without manual scanning.
HR specialists could process batches efficiently and catch exceptions without hunting. The table format matched their existing mental models from HRIS and payroll systems.
Processing time per batch dropped. More importantly, exception rates fell because issues were visible immediately rather than discovered during reconciliation.



