Conduct resource planning
How conduct resource planning are reshaped as AGI capability advances.
The bottom line
Roughly 80% of the work in Conduct resource planning is information-shaped — already within reach of AI delivery. The question here is not whether it shifts, but which tasks go first and who staffs the residual.
Why: While the parent category 'Maintain productive assets' suggests a low-digital baseline for the domain, the specific process 'Conduct resource planning' is defined as 'Analyzing workload needs... and plan resources.' This defines it as an orchestration and data-analysis task—cognitive work executed via software and spreadsheets rather than hands-on labor—placing it in the digital band.
grounded in the economy graph · digital scalar 0.80 · digital
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How the work flows
Trigger: A forecasted maintenance schedule or an influx of asset work orders dictates upcoming workload requirements.
- Review upcoming asset maintenance schedules and workload forecasts
- Assess available internal labor, specialized skill sets, tools, and materials
- Identify capability and capacity gaps against the forecasted requirements
- Allocate available resources to prioritized maintenance tasks
- Source external contractors or order additional parts to resolve shortages
- Finalize and distribute the resource plan to execution teams
Outcome: Personnel, materials, and facility resources are fully allocated and scheduled to meet the projected maintenance workload.