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Table Figure 1 Revenue operations & AI

Declare the cycle before comparing it

Complete the event definition beside every cycle number. A duration without a declared path is not ready for comparison.

Measurement fieldOption to declareWhy it changes the numberCheck before comparing
Start eventInquiry, qualified opportunity, first human action, or another named eventEarlier starts include more waiting and exploration.Is the event recorded consistently?
State pathStraight progression, return allowed, or restart ruleA return can be progress, delay, or a new observation.Does the system preserve state changes?
Stop eventWon, lost, canceled, contract signed, or another endpointEndpoints select different populations.Are open paths excluded or censored explicitly?
Time unitCalendar days, business days, quarters, or elapsed periodsUnit and boundary rules change duration.Are pauses, weekends, and waiting periods treated alike?
OutcomeWon, lost, canceled, open, or separate outcomeMixed outcomes can hide different mechanisms.Can the reader reproduce the denominator?

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Reference & Evidence

Source: Author's measurement table grounded in Marvasti et al. (2021), Virtanen, Parvinen, and Rollins (2015), and Goodman (1972). The table is a reader-run definition tool, not a benchmark.