Measure cost effectiveness
How measure cost effectiveness are reshaped as AGI capability advances.
The bottom line
Roughly 85% of the work in Measure cost effectiveness 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: With no child occupations seeded, the scalar is derived directly from the process name and description. Activities such as tracking return on investment, measuring cost per employee, and analyzing process redefinition represent purely analytical, financial knowledge work. Because this involves processing operational data and calculating metrics via software systems rather than physical execution, it sits firmly in the digital band.
grounded in the economy graph · digital scalar 0.85 · digital
Business-as-Code
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Measure cost effectiveness sits inside a larger value-flow — 1 parent structure it composes into. The hierarchy is grounding, not the story: it tells you which aggregate exposure Measure cost effectiveness inherits.
Where Measure cost effectiveness sits
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How the work flows
Trigger: A scheduled performance review cycle or the completion of a major business initiative initiates the cost assessment.
- Identify the processes, functions, or campaigns slated for evaluation
- Extract direct and indirect cost data from organizational financial systems
- Gather operational volume and business output data for the target areas
- Calculate specific performance ratios including return on investment and cost per cycle
- Benchmark calculated metrics against internal historical baselines and external industry standards
- Publish cost effectiveness findings and optimization recommendations to stakeholders
Outcome: Leadership receives a validated analysis of cost per cycle, return on investment, and overall process efficiency to guide resource allocation.