← Every exhibit

Table Table 1 Revenue operations & AI

How are governance, quality, hygiene, and adoption different?

ObjectQuestion it answersWhat it ownsError when it is merged
GovernanceWho decides the rule, owner, access, exception, and review cadence?Decision rights and control designA cleanup task is mistaken for an operating system
Data qualityDoes this field or record fit the declared decision?Observed status against a ruleA single cleanliness score hides different failures
HygieneWhat maintenance action corrects, merges, enriches, or retires a record?Work performed on the dataWork is treated as proof that the result is now valid
AdoptionAre people integrating the CRM tools and routines into selling work?Use, knowledge, and behaviorA governed field is mistaken for a used process

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Reference & Evidence

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