Bridge accounting mastery to investment analysis.
Apply everything from levels 100–300 to the questions professional investors actually ask. ROIC, NOPAT, FCF quality, earnings manipulation, and a complete company analysis framework grounded in McKinsey and Damodaran.
Valuation: Measuring and Managing the Value of Companies (McKinsey) + The Little Book of Valuation (Damodaran) + Financial Accounting (Libby)
Companies create value only when returns exceed the cost of capital. ROIC vs. WACC is the spread that drives long-term stock prices — not earnings growth.
ROIC = NOPAT ÷ Invested Capital. How to calculate each from GAAP financials, the adjustments McKinsey makes, and why the raw numbers are almost always wrong.
How many days does cash travel through operations before coming back? The CCC separates self-financing businesses from capital-intensive cash traps.
The two metrics that tell you how much financial stress a business can absorb. The zone framework, synthetic ratings, and McKinsey's 3M case at 23.6× coverage.
Each margin measures something different. What the gaps between them reveal about where value is created and destroyed inside the income statement.
FCFF and FCFE from first principles. The bridge from EBITDA to FCFF, FCF conversion quality as an earnings credibility test, and why Buffett's 'owner's earnings' diverges from net income.
The shorthand analysts use to compare what markets pay for similar businesses. Companion variables, why Damodaran uses median not mean, and how multiples shift with rates.
The CFO/NI ratio as the simplest quality screen. The accruals test, non-cash income inflation, and why low-quality earnings consistently precede disappointments.
The recurring patterns of aggressive accounting. Channel stuffing, big-bath charges, cookie-jar reserves, and capitalizing expenses that should flow through the income statement.
A single year is a photograph. Five years of ROIC, margins, CFO/NI, and leverage is a film — the only way to see whether a business is building advantage or quietly deteriorating.
Synthesize the full 400-level toolkit: business quality first, financial health second, valuation last. Damodaran's bias warning and McKinsey's unit-by-unit cash flow mapping applied to any public company.
A real company, a real 10-K, and the full framework applied end-to-end: ROIC, margins, FCF quality, earnings quality, CCC, leverage zones, and a final investment view.
Thirteen applied questions: calculate ROIC, assess FCF quality, identify earnings red flags, and build a partial analysis framework from provided financial data.