ForecastingService Forecast
Service Demand Forecast
Expected work orders, billable hours and the people needed to deliver them.
4,247 hour capacity gap
Expected service requests
2,193
21%
Forecast billable hours
36,798
16%
Internal capacity
32,551
engineers + technicians
Capacity gap
4,247
overtime or subcontract
Forecast service revenue
$4.2M
13%
Capacity vs demand by service line
AI recommendation
Preventive Maintenance — expected jobs 94, required hours 1,113, internal capacity 1,003, capacity gap 110 hours.
Assign 320 overtime hours to the Dammam crew and procure 310 subcontractor hours for calibration work. Estimated additional cost 214K against 890K of protected contract revenue.
SLA risk 12% across 3 contracts
Service line forecast
| Service | Type | Expected jobs | Required hours | Capacity | Gap | Engineers | Technicians | Subcontract | SLA risk |
|---|---|---|---|---|---|---|---|---|---|
| Preventive Maintenance | Contracted | 94 | 1,113 | 1,003 | 110 | 13 | 14 | 110 | 28% |
| Corrective Maintenance | On-demand | 233 | 1,657 | 1,513 | 144 | 12 | 18 | 144 | 68% |
| Calibration Service | Project | 232 | 3,001 | 2,697 | 304 | 5 | 20 | 304 | 35% |
| Installation & Commissioning | Contracted | 231 | 3,712 | 3,287 | 425 | 23 | 15 | 425 | 10% |
| Managed IT Support | On-demand | 225 | 2,041 | 1,810 | 231 | 16 | 23 | 231 | 53% |
| Network Operations | Project | 63 | 1,783 | 1,193 | 590 | 10 | 34 | 590 | 67% |
| Field Inspection | Contracted | 178 | 4,014 | 2,869 | 1,145 | 20 | 18 | 1,145 | 25% |
| Engineering Consultancy | On-demand | 117 | 1,869 | 1,794 | 75 | 19 | 15 | 75 | 11% |
| Shutdown Support | Project | 87 | 3,819 | 3,648 | 171 | 23 | 38 | 171 | 28% |
| Spare Parts Management | Contracted | 116 | 3,170 | 2,526 | 644 | 19 | 31 | 644 | 21% |
| Training & Certification | On-demand | 215 | 1,819 | 1,581 | 238 | 15 | 6 | 238 | 64% |
| Facility Management | Project | 39 | 2,913 | 3,048 | — | 11 | 6 | 0 | 42% |
| Remote Monitoring | Contracted | 80 | 2,441 | 2,164 | 277 | 11 | 35 | 277 | 62% |
| Asset Integrity Survey | On-demand | 184 | 1,548 | 1,282 | 266 | 14 | 13 | 266 | 53% |
| Emergency Response | Project | 99 | 1,898 | 2,136 | — | 23 | 31 | 0 | 54% |
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Service demand and delivery capacity.
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Expected columns: service_line, required_hours, internal_capacity, region
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