Capture and reuse lessons learned from change process
How capture and reuse lessons learned from change process are reshaped as AGI capability advances.
The bottom line
Roughly 85% of the work in Capture and reuse lessons learned from change process 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 seeded child occupations, the scalar is derived entirely from the 'Manage change' lens and the process description. The core activities—'documenting and standardizing insights' and creating case studies or best practices guides—are purely information transformation and knowledge management tasks. Because this work centers on analyzing information and generating written documentation, it sits 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 initiative reaches a designated milestone or post-implementation review phase.
- Convene project team and experienced personnel for a retrospective
- Identify successes, failures, and unexpected impacts of the change
- Draft case studies and best practice guidelines based on findings
- Standardize the format and tag the insights for searchability
- Publish the documented lessons to the enterprise knowledge base
- Integrate key takeaways into standard change management templates
Outcome: Documented insights, case studies, and best practice guides are stored in a centralized repository and embedded into future change frameworks.