Everything You Need
Is Already There
Six Indian companies. Six sets of financial statements. The same four signals — visible in every filing, every year, before the outcome arrived.
Most investors treat financial statement analysis as something that belongs to chartered accountants — technical, time-consuming, and best left to people with the right training. The annual report feels like a document you are supposed to skim before trusting someone else's summary.
That assumption is expensive. The statements are public. The framework is not complicated. And in every case examined here, the evidence was visible before the outcome arrived.
In 2003, the dot-com crash had gutted the technology sector. Companies that had grown through the boom were contracting — margins compressing, revenues declining, workforces shrinking. Infosys posted ₹3,623 crore in revenue that year, up 33% year on year. Its net margin held at 24%. Its return on equity was 33%.
Three numbers. In the annual report. The company went on to compound at roughly 28% annually for the decade that followed. The framework that identifies that kind of business is not a secret: revenue growth trend, margin stability, return on equity — read in sequence, over five years.
"P/E ratios, analyst notes, and sector outlooks are derivatives. Revenue growth, margin stability, and ROE are the source. Read the source."
Asian Paints has published income statements for forty years. Gross margin has stayed above 40% across raw material cycles, recessions, and competitive entries that analysts repeatedly called existential. Net margin has ranged between 12% and 15%. The structure does not change. Gross margin tells you about pricing power. Operating margin tells you about scale efficiency. Net margin tells you what is actually left. Reading those three lines across five years tells you more than any analyst report.
Satyam told the opposite story through the same document. By FY2007, the operating cash conversion ratio had fallen below 0.6. Receivables were growing faster than revenue — four consecutive years. The income statement showed profit. The cash flow statement showed something different. In January 2009, the chairman confirmed what the cash flow statement had been saying: ₹7,136 crore of declared cash did not exist.
The Three-Check Rule
1. Is operating cash flow positive and moving with profit?
2. Is the cash conversion ratio above 0.8?
3. Are receivables growing no faster than revenue?
All three pass: proceed. Any one fails: investigate before you proceed further.
D-Mart's balance sheet shows zero long-term debt. Every store the company operates is owned, not leased — which is why the interest charge does not appear and why the return on capital employed has stayed between 22% and 28% for a decade. Net margin of 8–10%. Asset turnover of 2.5–3x. A grocery retailer. The profile was in every annual report since the 2017 IPO, available to every investor who chose to read it.
IL&FS was the inverse. By FY2017, the interest coverage ratio — earnings before interest divided by interest expense — had fallen below 1x. The business was not earning enough to cover its interest charges. Debt was growing at more than 1.5 times the rate of revenue. Operating cash flow was negative. All three warning signals were in the filed accounts for years. The credit rating said AAA until the week the company defaulted on ₹91,000 crore of debt in September 2018.
Jet Airways grew revenue by 33% between FY2015 and FY2019. Its debt reached ₹8,500 crore. Its operating cash flow was negative in three of those four years. Revenue growth that destroys cash is not growth. It is liquidation at speed — and the cash flow statement said so, every year, in the published accounts.
The Four-Signal Checklist
- Operating cash flow positive and growing alongside profit
- Cash conversion ratio above 0.8 — profit and cash moving together
- Debt growth not outpacing earnings at more than 1.5×
- Receivables growing no faster than revenue
One signal failing is a question. Two or more is a decision. The statements have already given you the answer.
Infosys held 24% margins and 33% ROE through a sector-wide crash and compounded for a decade — the three numbers were in the FY2003 annual report. Asian Paints sustained 40%+ gross margin and 12–15% net margin across four decades of stated income statements — the structure was never hidden. Satyam's cash conversion ratio fell below 0.6 and receivables outran revenue for four consecutive years before ₹7,136 crore of cash was revealed to not exist. D-Mart has shown zero long-term debt, 8–10% net margin, and 22–28% ROCE across every annual report since IPO. IL&FS ran interest coverage below 1x for years while carrying ₹91,000 crore in debt and remained AAA-rated until the week of default. Jet Airways grew revenue 33% while accumulating ₹8,500 crore in debt and generating negative operating cash flow in three of four years.
Across all six cases — the ones that compounded and the ones that collapsed — the outcome was visible in the financial statements before it arrived. The framework is four signals. The documents are public. The only variable is whether you read them.
The edge is not access to information. The edge is actually reading what is already there.
The full issue — all six cases and the complete four-signal framework — is at investorcodex.com. Members get access to every issue in the archive.
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