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ANALYSIS & MODELING

Financial Modeling

A model is only as good as the discipline behind it.

Beginning with the three-statement model, these explainers build through revenue and opex drivers, debt schedules, the revolver and cash sweep, and the circular references that snag newcomers, then move to the discounted cash flow, LBO mechanics, and merger math with accretion and dilution, finishing with sensitivity tables and scenarios.

The priority throughout, from Investing With Purpose, is structure: models that stay auditable, where every output traces back to an assumption you can defend.

The payoff is building the kind of forecast that supports a valuation, a deal, or a capital decision rather than a spreadsheet that breaks under questioning.

Financial Modeling
Revenue Build Model: Project Sales from Real Drivers

A revenue build is the schedule at the top of a financial model that projects sales from the underlying drivers of the…

Intermediate
Financial Modeling
Operating Expense Modeling: Fixed vs Variable Costs

Operating expense (OpEx) modeling is the step in a three-statement model where you project cost of goods sold (COGS)…

Intermediate
Financial Modeling
Debt Schedule Model: Track Every Tranche and Interest

A debt schedule is the block of the financial model that tracks every borrowing the company has outstanding, computes…

Intermediate
Financial Modeling
Working Capital Forecast: Model Cash Tied Up in Operations

The working capital build projects the operating current assets and liabilities (receivables, inventory, payables) that…

Intermediate
Financial Modeling
Sensitivity Table Excel: Pressure-Test Model Assumptions

A sensitivity table (also called a data table) pivots one or two input assumptions across a grid of values and shows…

Intermediate
Financial Modeling
Three-Statement Model: How All Three Financials Link

A three-statement model is an integrated forecast of the income statement, balance sheet, and cash flow statement where…

Advanced
Financial Modeling
Revolver Cash Sweep Model: Balance Sheet Plug Explained

In a three-statement or LBO model, the revolver is the line of credit that flexes up when cash runs short and flexes…

Advanced
Financial Modeling
Circular Reference Financial Model: Resolve Interest Loops

A circular reference in a financial model occurs when a formula depends, directly or indirectly, on its own output. The…

Advanced
Financial Modeling
LBO Model: How Private Equity Calculates Returns

An LBO model calculates the return a private equity sponsor earns from buying a company with mostly borrowed money,…

Advanced
Financial Modeling
Merger Model Accretion Dilution: Does the Deal Add EPS?

A merger model combines the financials of an acquirer and a target, adjusts for deal financing and synergies, and tests…

Advanced
Financial Modeling
Adjusted Present Value APV: Value Changing Leverage

Adjusted Present Value (APV) values a company or project in two steps: first as if it were financed entirely with…

Advanced
Financial Modeling
Sum of the Parts Valuation: Value Each Segment Separately

Sum-of-the-parts (SOTP) valuation, also called break-up analysis, values each operating segment of a company separately…

Advanced
Financial Modeling
DCF Sensitivity Analysis: Map WACC and Growth to Value

A DCF sensitivity analysis shows how the implied equity value changes when two or three key assumptions move within a…

Advanced
Financial Modeling
Monte Carlo DCF: Simulate a Full Valuation Distribution

A Monte Carlo DCF replaces each uncertain input with a probability distribution and runs the valuation thousands of…

Advanced
Financial Modeling
Scenario Analysis Financial Modeling: Base, Up, Down Cases

Scenario analysis swaps an entire set of operating and financing assumptions in and out of a financial model with a…

Advanced
Financial Modeling
Pro Forma Adjustment: Normalize Earnings for Valuation

A pro forma adjustment is a change to reported financial statements that strips out distortions, reflects an event "as…

Advanced
Financial Modeling
Venture Capital Method Valuation: Work Backward from Exit

The venture capital method (VC method) values an early-stage company by working backward from a target exit value to…

Advanced
Financial Modeling
Berkus Method Valuation: Price Pre-Revenue Startup Risk

The Berkus method is a simple checklist for putting a pre-money value on a pre-revenue startup by assigning a dollar…

Advanced
Financial Modeling
Scorecard Valuation Method: Benchmark Startups to Peer Median

The scorecard valuation method, developed by angel investor Bill Payne, sets a startup's pre-money valuation by…

Advanced
Financial Modeling
Risk Factor Summation: Score 12 Startup Risks to Set Value

Risk factor summation is an early-stage valuation method that adjusts a regional median pre-money up or down by scoring…

Advanced
Financial Modeling
Asset-Based Valuation: Sum Fair Values of Assets and Liabilities

Asset-based valuation calculates a company's worth as the sum of the fair values of its individual assets, minus the…

Advanced
Financial Modeling
Liquidation Value: What Stakeholders Recover in Wind-Down

Liquidation value is the cash that would be left for equity holders after every asset is sold individually and every…

Advanced
Financial Modeling
Replacement Cost Valuation: What It Costs to Rebuild Today

Replacement cost valuation values a company at the price a competitor would have to pay today to recreate its…

Advanced
Financial Modeling
Precedent Transactions Analysis: Value Using M&A Comps

Precedent transactions analysis values a target by applying multiples paid in recent acquisitions of similar companies.…

Advanced
Financial Modeling
Football Field Valuation Chart: Show All Methods at Once

A football field chart shows multiple valuation methods side by side as horizontal bars on a single page. It is the…

Advanced