Establish change adoption measures
How establish change adoption measures are reshaped as AGI capability advances.
The bottom line
Roughly 85% of the work in Establish change adoption measures 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, this scalar relies on the 'Manage change' lens and the process description. Establishing measurement systems and tracking metrics—such as the number and speed of unique adopters across divisions—is pure information transformation and data analysis. This strongly indicates remotely-doable knowledge work, placing the process firmly in the digital band.
grounded in the economy graph · digital scalar 0.85 · digital
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How the work flows
Trigger: A change management plan is approved and requires quantitative tracking to evaluate workforce adoption.
- Identify target audiences and required behavioral changes
- Define specific quantitative and qualitative adoption indicators
- Determine data sources and collection methods
- Establish baseline performance levels
- Set adoption targets and milestone timelines
- Document and secure approval for the measurement framework
Outcome: A formal measurement framework is finalized with defined metrics, baselines, and tracking mechanisms ready for deployment.