Sapien · AI Use Case Map
Where is your next margin opportunity?
Start with one question
Question #101Margin impact
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Could answering this change margin, cost, pricing, or profitability decisions?
MarginalMoves the bottom line
02Decision frequency
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Does this question come up repeatedly in operating reviews, board prep, or FP&A analysis?
One-off, one teamWeekly, portfolio-wide
03Data Availability
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Does the answer likely exist across systems, even if the data is messy?
Not capturedCaptured, queryable
04Workflow fit
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Would finance or ops actually use this answer to make a decision?
Won’t fit workflowsSlots in, gets used
Name the question and score every criterion to save it.
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