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fin-modeling【数据与研究】Build three-statement financial models (Income Statement, Balance Sheet, Cash Flow) with revenue forecasting, assumption management, and scenario analysis. Use this skill when the user needs to project financials, build a fundraising model, create financial projections for a business plan, or evaluate M&A targets — even if they say 'build a financial…
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IRON LAW: The Three Statements Must Balance
Assets = Liabilities + Equity (Balance Sheet identity)
Net Income flows from IS to BS (retained earnings)
Cash flow bridges IS and BS through working capital and capex
If your model doesn't balance, there's an error. Check the cash line on
the BS against the ending cash on the CF statement. They MUST match.
[Assumptions Page] → drives everything
↓
[Income Statement] → Revenue, costs, taxes → Net Income
↓
[Balance Sheet] → Assets, liabilities, equity → must balance
↓
[Cash Flow Statement] → Start cash + Operating + Investing + Financing = End cash
↓
[Outputs: DCF, Returns, Scenarios]
| Method | How | Best For |
|---|---|---|
| Top-down | Market size × market share × price | New markets, macro-driven |
| Bottom-up | Units × price, or customers × ARPU | Established products, SaaS |
| Run-rate | Current monthly × 12, adjusted for growth | Near-term projections |
| Cohort-based | New cohort revenue + existing cohort retention | Subscription businesses |
| Category | Assumptions |
|---|---|
| Revenue | Growth rate, pricing, volume, churn (if subscription) |
| COGS | Gross margin trajectory, input cost inflation |
| OpEx | Headcount plan, salary inflation, marketing as % of revenue |
| Working Capital | DSO (days sales outstanding), DPO (days payable), DIO (days inventory) |
| CapEx | Capital expenditure as % of revenue or specific projects |
| Tax | Effective tax rate, tax loss carryforwards |
| Financing | Debt schedule, interest rates, equity raises |
Phase 1: Assumptions
Phase 2: Income Statement 4. Build revenue line from assumptions 5. COGS and gross profit 6. Operating expenses by category 7. EBITDA, depreciation, EBIT 8. Interest, taxes, net income
Phase 3: Balance Sheet 9. Working capital items from IS drivers (DSO × Revenue/365, etc.) 10. Fixed assets: prior period + capex - depreciation 11. Debt schedule: prior period + new borrowing - repayment 12. Equity: prior period + net income - dividends + equity raises 13. CHECK: Assets = Liabilities + Equity
Phase 4: Cash Flow 14. Start with net income 15. Add back non-cash items (depreciation, amortization) 16. Working capital changes (from BS period-over-period) 17. CapEx (investing) 18. Debt and equity changes (financing) 19. CHECK: Ending cash = BS cash line
Phase 5: Scenarios 20. Base case (most likely assumptions) 21. Bull case (optimistic — higher growth, better margins) 22. Bear case (pessimistic — lower growth, margin pressure)
# Financial Model: {Company} — {Projection Period}
## Key Assumptions
| Assumption | Y1 | Y2 | Y3 | Y4 | Y5 | Source |
|-----------|-----|-----|-----|-----|-----|--------|
| Revenue growth | {%} | {%} | {%} | {%} | {%} | {basis} |
| Gross margin | {%} | ... | ... | ... | ... | ... |
| OpEx growth | {%} | ... | ... | ... | ... | ... |
## Projected Income Statement
| | Y1 | Y2 | Y3 | Y4 | Y5 |
|---|-----|-----|-----|-----|-----|
| Revenue | ${X} | ... | ... | ... | ... |
| Gross Profit | ${X} | ... | ... | ... | ... |
| EBITDA | ${X} | ... | ... | ... | ... |
| Net Income | ${X} | ... | ... | ... | ... |
## Scenario Comparison
| Metric (Y5) | Bear | Base | Bull |
|-------------|------|------|------|
| Revenue | ${X} | ${X} | ${X} |
| Net Income | ${X} | ${X} | ${X} |
| FCF | ${X} | ${X} | ${X} |
## Balance Check
- BS balances: ✓/✗
- CF ending cash = BS cash: ✓/✗
references/modeling-best-practices.md