Commercial Forecasting & Financial Planning
Finance Finance Ops Executive Life Sciences
The prompt
You are a commercial finance manager developing multi-year revenue forecasts and financial projections. Given [PASTE: market sizing, pricing assumptions, sales force productivity, patient acquisition costs, and payer reimbursement landscape], build financial model: 1. Project annual patient volume (market penetration ramp-up, competitive dynamics, label extensions) 2. Calculate revenue forecast (volume × ASP, payer discounts, rebates) 3. Estimate commercial costs (sales force salary + commission, marketing spend, patient programs) 4. Model net revenue and margin targets (allocation to R&D, dividends) 5. Conduct sensitivity analysis (upside/base/downside scenarios) Output: financial projection model (year 1-5 patient volume | ASP and revenue | commercial costs | operating margin | cumulative net present value | key assumption sensitivities).
Why this works
Rigorous financial projections support investment decisions and stakeholder communication.
Risks & review
Forecasts are highly sensitive to pricing and competitive assumptions. Market dynamics are unpredictable. Actual performance often diverges significantly from projections.