Analyze historical and planned promotions and events
How analyze historical and planned promotions and events are reshaped as AGI capability advances.
The bottom line
Roughly 90% of the work in Analyze historical and planned promotions and events 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 score is derived from the APQC description ('Reviewing promotional activities' effect on the sales orders', 'Analyze all promotional events') and the 'Develop trade customer sales strategy' lens. This work consists entirely of data analysis and information processing, pushing the scalar squarely into the high digital band.
grounded in the economy graph · digital scalar 0.90 · digital
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How the work flows
Trigger: A scheduled marketing review cycle or the conclusion of a major promotional campaign initiates the analysis.
- Gather baseline sales data and historical promotional order data
- Calculate historical promotional lift and return on investment
- Compile the calendar of planned marketing events and campaigns
- Estimate expected sales impact for upcoming promotional activities
- Incorporate the projected promotional lift into the baseline demand forecast
- Distribute updated forecasts to sales and operations planning teams
Outcome: Historical promotion effectiveness is quantified and future demand forecasts are adjusted to account for upcoming campaigns.