Develop workforce analytics

Trigger: A stakeholder requests specific workforce insights or a scheduled organizational reporting cycle initiates.

1. Gather and prioritize stakeholder analytics requirements
2. Identify necessary workforce data sources and metrics
3. Extract and cleanse data from HR and operational systems
4. Develop statistical models and data visualizations
5. Validate data accuracy and analytical findings
6. Publish dashboards and present insights to stakeholders

Outcome: Workforce data is transformed into validated reports, dashboards, or predictive models and delivered to decision-makers.