UC-176
Explainable Attrition & Capacity Forecast
Forecasts attrition and workforce capacity across the combined group with explainable ML so gaps are planned for, not discovered.
12Build Duration
5-12xIndicative ROI
The Challenge
Organisational change can lead to unexpected attrition and workforce capacity gaps, while limited visibility makes it difficult to target retention efforts where they matter most.
How It Works
- Ingests HR, engagement, workload and attrition history across the group.
- Explainable ML forecasts attrition and capacity by team with reasons.
- Feeds targeted retention and hiring plans ahead of the gap opening.
What It Removes
- Capacity gaps found when work slips
- Retention effort spread thin
- Attrition managed by anecdote
Input Data RequirementsHarmonised HR master (A12), engagement data, workload and attrition history
Output FormatAttrition and capacity forecasts with explanations, targeted retention plans
“We see where a capability gap will open next quarter - and act this quarter.”