Operi / Workforce Planning
Representative Concept · Sample Data
Workforce Planning & Labor Optimization
Headcount nets out fine, but it is in the wrong places: Kestrel Park is short while Cedar Forge burns overtime.
Align labor with the production plan — headcount, shifts, overtime, utilization, productivity, skills coverage and workforce risk across the network.
Labor utilization
86%
+2%network average
Overtime
10.4%
+6.4%of labor cost
Staffing balance
+134
0%FTE vs required
Productivity
1.02x
+2%units / labor-hour
Workforce risk
High @ 2 sites
0%Kestrel · Cedar Forge
Required vs available FTE
Network labor demand vs supply over the horizon
Staffing alerts
Shortages & risk signals
Kestrel Park
Outdoor-equipment fab short 31 FTE vs Q3 peak load; OT at 15.6% and rising.
Cedar Forge
Assembly line OT 12.4% sustained 6 wks - burnout & cost risk.
Copperline
Automation/controls coverage 61% - single-deep on 2 lines.
Brightfield
Ramp staffing on plan; learning curve at 88% of standard.
Headcount by plant
Required vs scheduled FTE and staffing gap
PlantRequiredScheduledGapUtilizationOvertimeShifts
Kestrel Park710680-3096.9%15.6%3
Cedar Forge1,2111,180-3192.9%12.4%3
Ironvale948940-887.1%9.8%2
Harlow Bend861880+1981.1%8.4%2
Saltmarsh Works725760+3577.7%7.1%2
Brightfield622720+9865.4%6.1%2
Copperline717720+388.2%11.8%2
Maple Hollow492540+4870.5%5.2%2
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