Enterprise Data Analysis as an Evidence System: A Governed Prompt for Defensible Decisions

TL;DR Enterprise data analysis fails surprisingly often before the first formula is calculated. The business question is vague, the unit of analysis is unclear, a join multiplies records, the denominator changes between reports, a fiscal period is compared with a calendar period, or a sample is treated as though it represents the entire population. The resulting chart can be mathematically correct