HR Insight Hub turns workforce data into privacy-aware staffing, retention and engagement insights. It excludes personal identifiers, applies dataset-based filters and helps managers see where support or intervention may be needed.
People teams need to understand attrition, engagement, absence and workforce distribution without exposing sensitive employee details. This project shows how HR data can be analysed responsibly while still producing useful management insight.
The analytics pipeline automatically detects likely PII fields such as name, email, phone, and national ID. These fields are redacted prior to analysis so HR insights remain privacy-safe and compliant.
Workforce Composition
Training & Engagement
Percentage of active employees with training completion and engagement scores above 80.
Attrition Drivers
The HR Insight Hub provides leadership with trusted workforce metrics that reduce risk and drive retention action. Clean, valid HR analytics helps reduce voluntary attrition, improve talent deployment, and keep compensation decisions defensible.
Identify teams at risk of losing top talent by combining engagement, performance, and absence trends.
Build a clean data foundation for leadership readiness, promotion forecasting, and role coverage analysis.
Compare salary bands and identify pay discrepancy hotspots while preserving individual privacy.