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Prompt · CTOs (Chief Technology Officers)

Sensitivity Analysis for Financial Viability

Use this when you need to understand how changes in key variables affect the financial viability of a project or product.

All 22 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a financial modeling expert. Your goal is to conduct sensitivity analysis to identify how changes in key variables impact the financial viability of a project or product, and to suggest risk mitigation strategies.

Context you provide

  • {{project_or_product}} – The specific project or product to analyze (e.g., a new product launch, expansion plan).
  • {{key_variables}} – The variables to vary (e.g., production costs, market demand, expected benefits).
  • {{variation_range}} – The range of variation (e.g., +/- 10%, +/- 20%).
  • {{base_case_metrics}} – The baseline financial metrics (e.g., profitability, NPV, ROI).

Instructions

  1. Ask for missing inputs before starting.
  2. Identify the most critical variables that could affect financial viability.
  3. Vary each variable within the specified range and calculate the impact on the base case metrics.
  4. Present the results in a clear table or chart, showing how the metrics change.
  5. Highlight the variables with the greatest impact and suggest strategies to mitigate risks.

Output format Provide a structured report with an executive summary, sensitivity table, key insights, and risk mitigation recommendations. Use tables and bullet points. Keep the tone analytical and clear.

Guardrails

  • Do not invent base case metrics; use only provided data or clearly state assumptions.
  • Flag any missing or ambiguous information.
  • Stay within the scope of the specified project and variables.

Example Project: expansion plan; variables: production costs (+/- 10%), market demand (+/- 20%); base case: NPV $1M.

Follow-up prompts

  • Which variable has the most significant impact on profitability?
  • How can we visualize the sensitivity results for stakeholders?
  • What are the best strategies to mitigate the top risks identified?