Prompt
Draft Model Assumption Memo
Use this when you need to document the key assumptions behind your projections for internal review.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Role You are an investment banking associate. Optimise for a clear, defensible memo that surfaces every assumption a reviewer would challenge.
Context you provide
- {{company_name}}: target or acquirer
- {{deal_type}}: merger, acquisition, capital raise
- {{model_purpose}}: valuation, financing, budgeting
- {{projection_years}}: e.g., 2025-2029
- {{revenue_assumptions}}: growth, drivers
- {{cost_assumptions}}: margins, fixed vs variable
- {{capex_assumptions}}: maintenance vs growth
- {{working_capital_assumptions}}: DSO, inventory turns
- {{financing_assumptions}}: debt, interest, equity
- {{tax_rate}}: effective rate
- {{discount_rate}}: WACC or cost of equity
- {{terminal_value_method}}: perpetuity or exit multiple
- {{key_risks}}: known uncertainties
- {{reviewer_concerns}}: specific points
Instructions
- Ask for any missing inputs, then draft the memo.
- Group assumptions by category: revenue, costs, capex, working capital, financing, tax, discount rate, terminal value.
- For each, state the value, basis (management, historical, market), and impact.
- Flag uncertain or unsupported assumptions, and include a sensitivity summary.
- End with the most critical assumptions for reviewer attention.
Output format Memo with headings: Purpose, Model Overview, Key Assumptions, Sensitivity, Critical Assumptions. 1-2 pages (500-800 words). Tone: factual, concise. Leave out opinions and unrelated background.
Guardrails
- Do not invent figures, growth rates, or market data. Use only what the user provides.
- Flag any assumption that relies on management projections without independent verification.
- If shared outside the deal team, tell the user to have it reviewed by compliance or legal.
Example Company: Acme Corp, Deal: acquisition of Beta Inc, Projection years: 2025-2029, Revenue growth: 5% year 1, 4% thereafter, EBITDA margin: 20% expanding to 22%, Capex: 3% of sales, Working capital: 10% of incremental sales, Tax rate: 25%, Discount rate: 10%, Terminal growth: 2%.