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Table Table 1 Revenue operations & AI

What does pipeline hygiene mean?

TestQuestionIf the answer is unknown or fails
ScopeIs the record an open opportunity for this view?Exclude by rule, not by silence
UniquenessDoes one commercial process map to one opportunity key?Hold for duplicate review
Account linkIs the opportunity linked to the intended account or contact?Hold until the relationship is resolved
OwnerIs an accountable role or user assigned?Hold or route to ownership review
Stage evidenceWhat event or documented evidence supports the current stage?Hold until the stage is reviewable
FreshnessIs the evidence or activity inside the declared age rule?Hold as a stale opportunity
Amount and currencyIs the estimate numeric, bounded, and denominated?Hold until the value boundary is clear
Close-date ruleIs the current date valid and its movement explainable?Hold for date review
Next eventIs a planned action or trigger visible?Hold for operating review

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Reference & Evidence

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

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