← Every exhibit

Table Table 1 Revenue operations & AI

Why is CRM adoption a knowledge integration challenge rather than a rollout?

StateObservable questionWhat it does not prove
ProvisionWas the tool configured and made available?That sellers accept or use it.
AcceptanceDo sellers see a reason to use it and intend to do so?That use changes selling work.
IntegrationWhich customer information or workflow is now part of the selling activity?That performance improved causally.
KnowledgeWhat was learned, retrieved, or made visible through the tool?That knowledge is accurate or complete.
SupportWhich training, supervisor expectation, peer norm, and context enable use?That one lever explains adoption.
OutcomeWhich performance object changed, and how was it measured?That the technology caused every change.

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Reference & Evidence

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