margin_review
Sample data
Front endwhat the person sees
You
Assistant
AccountingData warehouse
Held back until every gate passes
Ask anything about your company
Back endwhat runs behind it
Domain modelentities, measures
Defined onceowner: finance
# a measure, defined once measure gross_margin = (revenue - cost_of_goods) / revenue source accounting.ledger used_by chat, apps, reports
Back endchecks and measures
Logic gates
Margin follows your definition
Each figure names its source
Totals tie to the ledger
Passed all checks RELEASED
Answers are tested
ModeldefinitionsourcetiesPerson
Use is measured90 days
Day 1- - baselineDay 90
Released to the person only after every gate passes