Identify measurement methods
How identify measurement methods are reshaped as AGI capability advances.
The bottom line
Roughly 85% of the work in Identify measurement methods 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 digital score relies on the Lens prior ('Manage enterprise quality') and process description. The work focuses on identifying measurement methods using analytical assets like 'quality improvement oversight system tools', 'performance measurement tools', and 'consumer information models/guides'. Since the value-producing activity is designing frameworks and analyzing performance data rather than physical execution, this process is predominantly digital.
grounded in the economy graph · digital scalar 0.85 · digital
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How the work flows
Trigger: A quality assessment initiative or compliance requirement dictates the need to track specific performance or quality indicators.
- Review quality goals and specific performance indicators requiring measurement
- Inventory available quality oversight systems and performance tracking tools
- Assess applicability of consumer information models and industry guides
- Select validation tools that align with required quality criteria
- Map the chosen measurement methods to target quality indicators
- Document and approve the selected measurement methodologies for deployment
Outcome: A defined set of measurement tools and validation methodologies is selected, documented, and ready for deployment to assess quality levels.