Table 3From “What is pipeline hygiene? A clean CRM is not a full pipeline”
Which review object should be fixed first?
Table 3Which review object should be fixed first?
| Object | Declared boundary |
|---|---|
| Observation date | 2026-09-06 |
| Scope | Open opportunities only |
| Record grain | One opportunity record |
| Freshness rule | More than 14 days since the last activity or review is stale |
| Reporting currency | EUR |
| Amount boundary | Estimated opportunity amount, not recognized revenue |
| Admission rule | All critical tests must pass |
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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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Table 6Table
How should a team review the admitted set?
What is pipeline hygiene? A clean CRM is not a full pipeline

Table 4Table
Which fields make an opportunity record reviewable?
What is pipeline hygiene? A clean CRM is not a full pipeline

Figure 1Figure
The synthetic opportunity-quality ledger
What is pipeline hygiene? A clean CRM is not a full pipeline
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