Definition
Performance analytics transform appraisal data into actionable insights using dashboards that reveal patterns in productivity, engagement, and growth.

Introduction
Numbers can humanize decisions when used responsibly. Analytics exposes trends, not individuals.

Explanation
1️⃣ Data integration — Pull from HRIS, CRM, learning systems.
2️⃣ Visualization — Real-time dashboards for managers.
3️⃣ Predictive modeling — Identify flight risk or burnout early.
4️⃣ Privacy guardrails — Aggregate, anonymize, and secure data.
5️⃣ Action link — Turn metrics into coaching or training triggers.

Key Takeaways

Insight beats intuition.

Protect employee privacy.

Act, don’t just analyze.

Real-World Case
HP Inc.: Uses “Voice of the Workforce” analytics combining engagement and performance data to guide retention strategies.