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Table Table 1 Revenue operations & AI

What does AI demand forecasting mean?

ObjectMeaningRequired boundary
Demand targetQuantity, value, orders, usage, or another declared outcomeUnit, population, period, and exclusions
AI forecastModel output available at a cutoffData, features, model version, horizon
Human reviewJudgment or action after the baselineInformation, reason, signed change, owner
Final forecastNumber used for the next decisionVersion, cutoff, unit, horizon
ActualLater observation used for evaluationReconciliation, timing, missingness, loss

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Reference & Evidence

Source: Table from this essay. Sources and interpretation are given in the article.