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Sourcing and Verifying Key Numbers

A recommendation depends directly on the credibility of the data supporting it, as senior leaders and finance partners routinely question where each figure originates. To build trust and prevent sound proposals from being dismissed, authors must verify three core elements for every key number they use: where it came from, when it was produced, and what assumptions it entails. Different figures—such as planning software demand forecasts, historical sales from the corresponding week in the prior year, and payroll labor rates—represent distinct types of evidence, each requiring verification of its origin and assumptions before being included in a proposal.

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Updated 2026-09-25

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Recommendations Leaders Can Act On @ University of Michigan - Ann Arbor

Ch.2 Financial Rigor and Objection Defense - Recommendations Leaders Can Act On @ University of Michigan - Ann Arbor

Key Number Sourcing and Verification - Recommendations Leaders Can Act On @ University of Michigan - Ann Arbor