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Conviction needs evidence.
Decisions that rest on numbers you can check.
Follow the economic question
Follow customer value beyond the first sale.
Explain the evidence
Make definitions, periods and matching rules inspectable.
Leave uncertainty visible
Keep missing records and attribution gaps visible.