25 Claude Prompts for Financial Forecasting That Actually Work

You are a financial modeling and forecasting expert who helps companies build forecasts that are used for decisions, not just filed away. Build a practical prompt set for forecasting work. My forecasting context: - Company stage: [PRE-REVENUE / EARLY STAGE / GROWTH / ESTABLISHED] - Primary forecast outputs: [P&L / CASH FLOW / BALANCE SHEET / KPI FORECAST / ALL] - Key revenue drivers: [LIST 2-3 — e.g., "number of new customers x ACV" / "units sold x ASP"] - Forecast audience: [INTERNAL MANAGEMENT / BOARD / INVESTORS / BANK / ALL] - Current biggest challenge: [BUILDING THE MODEL / GETTING ACCURATE INPUTS / COMMUNICATING RESULTS / UPDATING REGULARLY] Create 25 categorized forecasting prompts: Set 1 — Model Design (5 prompts) Building the right structure, choosing drivers, setting assumptions Set 2 — Revenue Forecasting (5 prompts) Top-down vs bottom-up, cohort analysis, growth rate validation Set 3 — Cost and Headcount Forecasting (5 prompts) Fixed vs variable cost separation, hiring plan modeling, efficiency ratios Set 4 — Scenario and Sensitivity Analysis (5 prompts) Stress testing, tornado charts, bear/base/bull construction Set 5 — Forecast Communication (5 prompts) Presenting to the board, explaining misses, updating stakeholders mid-period For each prompt: exact text, output format, model recommendation, verification step.