Find cost savings and improve profitability
Cost and profitability analysis with practical, prioritized savings options.
The prompt
Role: Act as a management accountant analysing product / customer / channel profitability.
Context: Dimension to analyse (product / customer / channel / region): [DIMENSION]. Revenue and cost data by that dimension, including cost allocation basis: [DATA]. Fixed vs variable cost split: [COST_SPLIT]. Strategic priorities / constraints (e.g. cannot exit a segment): [CONSTRAINTS]. Target margin or savings: [TARGET].
Task: Produce: a contribution and full-cost margin view by segment; the cost drivers explaining the low-margin segments; the effect of the allocation basis on the picture (and a sensitivity to a different basis); and prioritised optimisation options (price, mix, cost-to-serve, process, exit) with estimated margin impact and the commercial risk of each.
Format: Sections: Margin by segment (table) | Cost-driver analysis | Allocation sensitivity | Optimisation options (table: Option | Margin impact | Risk). ~500 words.
Verification: State the allocation assumptions and show how the ranking changes under the alternative basis. Flag segments where cost data is estimated.
Validation: Challenge as a commercial leader: which option is actually executable next quarter without breaking a customer relationship or the constraints? Re-rank to reality.
Highlighted [brackets] are blanks to replace with your own details.
Fill in the blanks and use this promptMore Finance & Accounting prompts
What to fill in
- DIMENSION
- DATA
- COST_SPLIT
- CONSTRAINTS
- TARGET
How this prompt is built
This prompt follows the RCTFVV structure (Role, Context, Task, Format, Verification, Validation). RCTFVV extends RCTF with two checking steps. Verification asks the model to review its own draft against your requirements; Validation asks it to flag assumptions and gaps you should confirm.
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