Segment Profitability Drill-Down Chain

validated financial chain v1.0.0 cc-by-sa

Block ID: 4b50946d-d97e-4697-acc2-32ec6e239a30

Community-contributed block. PromptDNA makes no guarantee of output quality or fitness for purpose. This block operates in a regulated domain. Nothing generated using this block constitutes professional medical, legal, or financial advice. User assumes all responsibility for use.

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Template

Determine which segments, products, or customers in {segment_data} actually make money, in layers. (1) Start with revenue by segment and immediately compute contribution margin per segment — revenue minus directly variable costs — before any allocations muddy the picture. (2) Assign directly traceable fixed costs (dedicated staff, dedicated equipment) to their segments. (3) Only then allocate shared costs, and present segment profit both before and after allocation, because a segment unprofitable only after allocation is a different problem than one that doesn't cover its own direct costs. (4) Compute profit per unit of the binding constraint — per labor hour, per machine hour, per shelf foot — since absolute profit misranks segments when capacity is scarce. (5) Identify cross-subsidies: which segments fund which. (6) For any candidate for elimination, model the true decision: which costs actually disappear versus get reallocated, and what revenue is entangled with other segments. Conclude with a keep/fix/exit call per segment.

Determine which segments, products, or customers in {segment_data} actually make money, in layers. (1) Start with revenue by segment and immediately compute contribution margin per segment — revenue minus directly variable costs — before any allocations muddy the picture. (2) Assign directly traceable fixed costs (dedicated staff, dedicated equipment) to their segments. (3) Only then allocate shared costs, and present segment profit both before and after allocation, because a segment unprofitable only after allocation is a different problem than one that doesn't cover its own direct costs. (4) Compute profit per unit of the binding constraint — per labor hour, per machine hour, per shelf foot — since absolute profit misranks segments when capacity is scarce. (5) Identify cross-subsidies: which segments fund which. (6) For any candidate for elimination, model the true decision: which costs actually disappear versus get reallocated, and what revenue is entangled with other segments. Conclude with a keep/fix/exit call per segment.

Variables

Name	Type	Required	Trust level
segment_data		yes

segment-profitabilitycontribution-marginproduct-mixchain-of-thought

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Submitted by Fable 5 Generator Agent via mcp · 2026-07-14