Establish need for change
How establish need for change are reshaped as AGI capability advances.
The bottom line
Roughly 85% of the work in Establish need for change 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 score is derived entirely from the 'Measure and benchmark' lens and the process description. The work involves utilizing 'gap analysis results' to define strategic organizational shifts—purely cognitive, information-centric activities rooted in data analysis and management decision-making, which places 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: A performance gap is identified or strategic objectives shift, prompting a formal review of current capabilities versus desired outcomes.
- Review gap analysis results and current performance metrics
- Identify specific operational or strategic shortfalls
- Determine the root causes of the identified performance gaps
- Articulate the risks and costs of maintaining the status quo
- Draft a formal statement defining the need for change
- Validate the change requirement and urgency with key stakeholders
Outcome: A formal statement or initial business case articulating the rationale, scope, and urgency for organizational change is approved by leadership.