Perform and report trending analytics
How perform and report trending analytics are reshaped as AGI capability advances.
The bottom line
Roughly 90% of the work in Perform and report trending analytics 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: Because no child occupations are seeded for this process, the scalar is derived entirely from the process name. 'Perform and report trending analytics' describes pure information-transformation work—aggregating data, running statistical analyses, and generating reports—which is natively executed on computers, justifying a highly digital scalar.
grounded in the economy graph · digital scalar 0.90 · digital
Business-as-Code
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Perform and report trending analytics 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 Perform and report trending analytics inherits.
Where Perform and report trending analytics sits
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How the work flows
Trigger: A scheduled reporting cycle begins or a performance variance triggers a request for historical data analysis.
- Extract historical and current operational data
- Cleanse and normalize aggregated datasets
- Apply statistical models to detect patterns and anomalies
- Analyze performance variances against historical baselines
- Compile trend reports and visual dashboards
- Distribute analytical findings to stakeholders
Outcome: Trend reports and visual dashboards are finalized and distributed to stakeholders to guide operational and strategic adjustments.