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Table Table 1 Revenue operations & AI

The six-month rollout review

Five checkpoints that keep role fit, sustained use, people outcomes and sales outcomes in one review.

StageQuestionEvidence to bring
Before trainingWhich sales activities will the system augment, standardize, or make feel replaceable?Role map, customer-interaction map, and short interviews with users and managers
After trainingDo people perceive relative advantage, job fit, and professional fit?The same short survey for every user, plus open explanations of the score
Month 3Is use sustained after the novelty and training support have faded?Usage by role and activity, repeat fit measures, and examples of work the system changed
Month 6What changed in absenteeism, turnover, and sales performance?Preimplementation comparison, absence and exit records, contracts or volume, and customer-work evidence
ReviewWhat must be redesigned before expanding the rollout?A decision log tied to activities and roles, with no universal adoption threshold

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Reference & Evidence

Source: Author's operating instrument, derived from Speier & Venkatesh (2002) and Stein, Smith & Lancioni (2013). Not a validated scale or a benchmark.