Table 811 Sept 2026From “Revenue lifecycle stages are state boundaries, not a funnel list”

What counts as evidence for a revenue lifecycle stage decision?

Table 8What counts as evidence for a revenue lifecycle stage decision?

Evidence type	It can support	It cannot support by itself	Minimum fields
Descriptive	Which state, event, owner, or timing was observed.	Why the state occurred or whether it caused an outcome.	Unit, population, period, state rule, and source.
Comparative	How two declared lifecycle versions or populations differ.	That the lifecycle design caused the difference.	Version, eligibility, timing, comparison, and uncertainty.
Causal	A specified effect under a defensible design and population.	A universal conversion, retention, revenue, or customer-value result.	Intervention, comparison, outcome, horizon, assumptions, and disconfirmation.
Transition evidence	Whether a declared entry, acceptance, exit, return, or hold event occurred.	That the transition created financial value.	Event, owner, timestamp, identity rule, and disposition.

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

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From the essay

Revenue operations & AI

Revenue lifecycle stages are state boundaries, not a funnel list

Revenue lifecycle stages become measurable when entry evidence, owners, exit rules, exceptions, and outcome horizons stay visible.

11 Sept 2026

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Isoglu, S. (2026). What counts as evidence for a revenue lifecycle stage decision? [Table]. isoglu.com. https://isoglu.com/insights/exhibits/isoglu-2026-revenue-lifecycle-stages-are-state-boundaries-fig08/

BibTeX

@misc{isoglu-2026-revenue-lifecycle-stages-are-state-boundaries-fig08,
  author = {Isoglu, Sinan},
  title = {{What counts as evidence for a revenue lifecycle stage decision?}},
  year = {2026},
  howpublished = {Table 8, isoglu.com},
  url = {https://isoglu.com/insights/exhibits/isoglu-2026-revenue-lifecycle-stages-are-state-boundaries-fig08/},
  note = {From the essay {Revenue lifecycle stages are state boundaries, not a funnel list}}
}

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