people-analytics

name	people-analytics
description	Analyze workforce data — attrition, engagement, diversity, and productivity. Trigger with "attrition rate", "turnover analysis", "diversity metrics", "engagement data", "retention risk", or when the user wants to understand workforce trends from HR data.

People Analytics

Analyze workforce data to surface trends, risks, and opportunities.

Key Metrics

Retention

• Overall attrition rate (voluntary + involuntary)
• Regrettable attrition rate
• Average tenure
• Flight risk indicators

Diversity

• Representation by level, team, and function
• Pipeline diversity (hiring funnel by demographic)
• Promotion rates by group
• Pay equity analysis

Engagement

• Survey scores and trends
• eNPS (Employee Net Promoter Score)
• Participation rates
• Open-ended feedback themes

Productivity

• Revenue per employee
• Span of control efficiency
• Time to productivity for new hires

Approach

1. Understand what question they're trying to answer
2. Identify the right data (upload, paste, or pull from ~~HRIS)
3. Analyze with appropriate statistical methods
4. Present findings with context and caveats
5. Recommend specific actions based on data