Performance Management System Workflows for HR

To support an annual promotion cycle for 1,470 employees, a people analytics team used this dashboard to identify advancement blockers through a multi-domain gap analysis. The visualizations reveal that the performance gap is exactly 0.00 across every department, while tenure emerges as the largest system-wide blocker at 22.07 average gap points. By proving that tenure, rather than performance ratings, constitutes the vast majority of the shortfall for roles like Sales Representatives, department heads gained the concrete evidence required for headcount and development conversations.

What it shows:

Shifts succession planning focus from assumed performance hurdles to actual tenure bottlenecks.

An HR Operations Analyst generated this automated monthly workforce reporting dashboard to eliminate the need for manual time-clock punch reconciliation. The visualizations track total hours worked from November 2025 through March 2026, ranking the highest-hour employees and showing aggregate company-wide hours peaking just above 6,000. By automating the data pipeline to handle overnight shift anomalies and missing punches for individuals tracking over 900 hours, this workflow provides HR leadership and finance with accurate, scalable headcount data that meets accelerated monthly close deadlines.

What it shows:

Automates time-tracking reconciliation to deliver accurate headcount and payroll data.