Conduct internal and external benchmarking
How conduct internal and external benchmarking are reshaped as AGI capability advances.
The bottom line
Roughly 85% of the work in Conduct internal and external benchmarking 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: Because no child occupations are seeded, the scalar relies on the APQC Lens prior ('Measure and benchmark') and the process description. 'Benchmarking internal processes and against external competitors' is an inherently analytical, data-driven workflow. Regardless of the physical industries it operates in (such as Agriculture or Accommodation), the actual work of gathering metrics, running comparisons, and generating reports is pure information transformation, placing it firmly in the digital band.
grounded in the economy graph · digital scalar 0.85 · digital
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How the work flows
Trigger: Leadership identifies a performance gap or initiates a strategic review requiring performance comparison against internal baselines or external competitors.
- Define the scope and target metrics for the benchmarking study
- Select internal units and external competitors for comparison
- Gather performance data from internal systems and industry databases
- Analyze data to quantify performance disparities and isolate best practices
- Formulate process improvement recommendations based on findings
- Present benchmarking results and action plans to stakeholders
Outcome: A benchmarking report is delivered detailing performance gaps, best practices, and actionable recommendations for improvement.