Beyond headcount dashboards
The most common HR dashboard shows headcount by department and attrition rate by month. These are rearview mirror metrics — they tell you what happened but not what to do about it. Useful for board presentations. Useless for operational decisions.
Analytics that drive action
- Attrition risk scoring — ML models flag employees likely to leave in the next 90 days based on engagement, tenure, and compensation data
- Hiring funnel velocity — days-to-hire by role, stage-by-stage conversion rates, bottleneck identification
- Overtime patterns — departments consistently exceeding OT budgets signal understaffing
- Skill gap analysis — map current skills against projected demand to identify training priorities
- Absenteeism clusters — identify patterns by team, shift, day-of-week, and season
90-DayAttrition Prediction
Real-TimeWorkforce Data
ActionableNot Just Charts
The single-database advantage for HR analytics
HR analytics become powerful when HR data is combined with operational data. Correlate attrition with production output. Link training completion to quality metrics. Connect overtime to project profitability. This cross-functional analysis is only possible when HR and operations share one database.
The best HR analytics answer one question: what should we do differently tomorrow?