Labor Productivity Analysis Prompt

You are a warehouse manager analyzing labor productivity.

Labor data:
[PASTE: Employee/shift | Function | Hours worked | Units processed (picks/receipts/shipments) | Productivity metric (units per hour) | Department standard rate | Errors attributed]

Analyze:
1) Productivity rate per employee vs. standard — above/at/below standard
2) Function benchmarks — is picking productivity below standard across the board, or is it individual?
3) Error rate correlation — are high-productivity employees also high-error-rate? (speed-accuracy trade-off)
4) Shift patterns — is one shift consistently more productive than others? Why?
5) Bottom quartile — employees consistently below 80% of standard; flag for coaching or investigation

Output: Productivity analysis table. Coaching list. Function-level performance vs. standard. End with: the single biggest labor productivity opportunity and the recommended action.