Intermediate

Product Line Profitability (Contribution Margin)

Analyzes which products contribute most to fixed costs and profit after variable expenses.

Analyze the profitability of three product lines: {product_a}, {product_b}, and {product_c}. For each, use the provided {selling_price}, {variable_cost_per_unit}, and {sales_volume}. Calculate the Contribution Margin Ratio and recommend which product should receive the highest {marketing_spend} allocation to maximize total EBIT.

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Management Accounting & FP&A
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Driver-based budget model template (revenue, headcount, opex)

Creates a driver-based budgeting framework and templates that link revenue drivers, headcount, and operating expenses. Useful for FP&A teams building a scalable budget process.

GPT-5.2 Thinking; GPT-4.1; o3-mini
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Management Accounting & FP&A
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Rolling forecast update: variance bridge to new forecast

Updates a rolling forecast by bridging from prior forecast to actuals and new assumptions. Produces a clear bridge and narrative for leadership.

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Budget kickoff pack: timeline, owners, templates, instructions

Generates a budget kickoff pack with roles, deadlines, template instructions, and FAQs. Useful for FP&A leaders coordinating cross-functional budgeting.

GPT-5.2 Thinking; GPT-4.1; o3-mini
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