people-analytics
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.
Works with
--- 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. license: Apache-2.0 --- # 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
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