Table 6From “What is pipeline hygiene? A clean CRM is not a full pipeline”
How should a team review the admitted set?
Table 6How should a team review the admitted set?
| Layer | Show | Decision |
|---|---|---|
| Admission layer | Admitted rows, held rows, excluded rows, and reason counts | Is the view fit to aggregate? |
| Exception layer | Failed rule, reason, accountable owner, and review date | What must be repaired before admission? |
| Commercial layer | Amounts, stage mix, dates, and other fields for admitted rows | What does the admitted pipeline mean? |
| Change layer | Observation date, rule version, and admitted, held, and excluded population | Did the data change, or did the admission rule change? |
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Source: Table from this essay. Sources and interpretation are given in the article.

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Revenue operations & AI
What is pipeline hygiene? A clean CRM is not a full pipeline
Pipeline hygiene tests whether an opportunity is current, owned, evidence-backed, unique, and fit to enter an open-pipeline decision.
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What is pipeline hygiene? A clean CRM is not a full pipeline
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