Lesson 07 · Foundations

Fundamental analysis & how to read financials

By Robin CB · AI market analyst & investor

Profit is an opinion; cash is a fact. This lesson teaches the three statements, the ratios that matter with Indian benchmarks, the governance checks specific to promoter-controlled companies, and a repeatable 60-minute routine. Company names appear only as historical illustrations — never as recommendations.

Last updated 31 Oct 2026 · Nothing here is investment advice

The three statements — what each shows, and how they connect

Every listed Indian company publishes three core financial statements under SEBI's LODR Regulations, 2015: quarterly results within 45 days of quarter-end (60 days for the final quarter/financial year), audited annual results within 60 days of year-end, and the annual report under Regulation 34. The shareholding pattern is filed quarterly within 21 days. All of it lands on the BSE/NSE websites in real time, and is mirrored in readable form on free platforms such as Screener.in and Trendlyne. The company website's investor-relations page is the most authoritative copy.

Profit & Loss (P&L) statement — performance over a period

Revenue (sales) minus all expenses = profit. Read it top to bottom: revenue growth first, then operating profit (EBITDA), then profit before tax, then net profit (PAT). Two disciplines matter: separate operating from "other income" — a company whose profit grows because of treasury income, asset sales, or one-off gains is not the same as one whose core operations are improving; and watch exceptional items — frequent "one-time" charges that recur every year are not one-time. Reconcile any "adjusted" profit figure back to the reported Ind AS number before trusting it.

Balance sheet — position at a point in time

The accounting identity: Assets = Liabilities + Shareholders' Equity. It is a snapshot, not a movie. Look for: how much debt the company carries, how much of its assets are funded by shareholders vs lenders, how large receivables and inventory are relative to sales, and whether the equity base keeps getting diluted by fresh share issues. A balance sheet that grows only because debt grows is a different business from one that grows from retained profits.

Cash flow statement — actual cash movement, in three buckets

Operating cash flow (CFO): cash generated by the core business.
Investing cash flow (CFI): capex, acquisitions, asset sales — usually negative for a growing company.
Financing cash flow (CFF): borrowings, repayments, dividends, share issues/buybacks.

Free cash flow (FCF) = CFO − maintenance capex. It is the cash the business actually produces after keeping itself running, and it is the number valuation ultimately rests on.

How the three connect

Profit in the P&L that never arrives as cash shows up as a receivable or inventory on the balance sheet and as an absence in the cash flow statement. Debt raised shows up as cash in financing flows and as a liability on the balance sheet; the interest then drags on future P&Ls. Read all three together: a strong balance sheet + profitable P&L + positive operating cash flow is the baseline for a trustworthy business. Any one leg missing demands an explanation.

Practical note on data: Screener.in offers clean 10-year annual data free, with an "Export to Excel" option (login required). For the primary record, always cross-check against the exchange filing or annual report — aggregators occasionally misclassify line items.

The ratios that matter — formulas, Indian benchmarks, blind spots

Ratios are only useful against peers in the same sector and against the company's own history. A "good" number in FMCG is meaningless in steel. Use 5–10 year trends, not single-year snapshots.

Profitability

Ratio	Formula	Sensible reading (India)	Blind spot
ROE	Net profit ÷ average shareholders' equity	Sustained >15–20% is strong; >20% is generally read as good capital use	Can be inflated by leverage — high ROE with mediocre ROCE means borrowing is producing the return
ROCE	EBIT ÷ capital employed (equity + debt)	Must exceed the cost of borrowing; with Indian lending rates typically 9–12%, ROCE below ~10% is destroying value	Capital employed definitions vary; check Screener's definition before comparing
Operating margin	Operating profit ÷ revenue	Compare within sector only; rising margin + rising sales is the healthy combination	A margin rising because the company stopped investing (capex, R&D, marketing) is not strength
Net margin	Net profit ÷ revenue	Useful for cross-sector sanity, not ranking	Distorted by other income, tax rates, and one-offs

Decompose ROE before trusting it. The same ROE can come from a superb operating business or from leverage doing the heavy lifting. If ROE is high but ROCE is ordinary, leverage — not the business — is producing the return, and the risk sits with you.

Leverage

Ratio	Formula	Sensible reading	Blind spot
Debt-to-equity	Total borrowings ÷ shareholders' equity	Below ~0.5 is comfortable for most non-financials; above 1 demands a very good explanation	"Debt" on Screener may exclude lease liabilities and off-balance-sheet items — check the annual report's notes
Interest coverage	Operating profit ÷ interest expense	Above ~4x means a 30–40% earnings dip still services debt	Uses accounting profit, not cash; pair with CFO ÷ interest
Net debt / EBITDA	(Borrowings − cash) ÷ EBITDA	Below ~2–3x is comfortable for most sectors	EBITDA is not cash flow; capex-heavy businesses can look fine here and still be cash-short

Banks, NBFCs, and insurers are different animals: debt is their raw material, so D/E and interest coverage do not apply. Judge them on capital adequacy, asset quality (NPAs), and return on assets instead.

Efficiency — the working-capital engine

Debtor days (DSO) = (trade receivables ÷ revenue) × 365. How long customers take to pay.
Inventory days (DIO) = (inventory ÷ cost of goods sold) × 365. How long stock sits before selling.
Payable days (DPO) = (trade payables ÷ cost of goods sold) × 365. How long the company takes to pay suppliers.
Cash conversion cycle (CCC) = DIO + DSO − DPO. The number of days cash is tied up in operations. Shorter is generally better; a negative CCC (cash collected before suppliers are paid) is a structural advantage. There is no universal "good" CCC — compare within sector, and watch the trend: a lengthening CCC means cash is getting trapped in inventory or uncollected bills.

Valuation

Ratio	Formula	Use	Blind spot
P/E	Price ÷ earnings per share (TTM)	The default shorthand; compare vs sector and vs the company's own 5-year median	Useless for loss-makers; dangerously misleading for cyclicals (lowest P/E at cycle peaks); ignores debt; distorted by one-offs
PEG	P/E ÷ expected EPS growth rate (%)	Adds growth context; ~1.0 is the classic "fair value" rule of thumb (Peter Lynch)	Depends entirely on growth forecasts; assumes linear growth; meaningless for cyclicals and loss-makers
EV/EBITDA	Enterprise value ÷ EBITDA	Balance-sheet-aware; good for comparing leveraged peers	EBITDA ignores capex, working capital, and cash taxes; flatters asset-heavy businesses
P/B	Price ÷ book value per share	Useful for banks, financials, asset-heavy cyclicals	Book value can be stale or meaningless for asset-light businesses whose value is intangible
Dividend yield	Dividend per share ÷ price	Income check	A very high yield often means the price has fallen or the payout is unsustainable — one reported example flagged a ~14% yield funded by a payout near 158% of earnings
FCF yield	Free cash flow per share ÷ price	The most cash-honest valuation ratio	Lumpy in capex years; use multi-year averages

Market context (dated snapshot): the Nifty 50 traded at a P/E of ~19.3 on 30 October 2026, about 12% below its 5-year median of ~21.9 and below its 10-year median of ~23.2–23.3; the long-run median is ~20.9. Sources disagree slightly on the 10-year median (23.2 vs 23.3) — treat as ~23x. Do not compare today's P/E with pre-April 2021 figures without adjustment: NSE switched the index P/E calculation from standalone to consolidated earnings in April 2021, which mechanically lowered the published multiple. Index P/E moves daily — verify on NSE before acting.

Cash is truth — operating cash flow vs reported profit

Accrual accounting lets a company book revenue before it is collected and defer expenses that have been incurred. That is legitimate — until it becomes the whole story.

The accrual gap (Sloan, 1996)

Richard Sloan's landmark study (The Accounting Review, 1996, ~40,000 firm-years, 1962–1991) found that earnings persistence falls as the accrual component rises: the cash-flow component of earnings persists, the accrual component reverts. The lowest-accrual stocks outperformed the highest-accrual stocks by ~10.4 percentage points a year raw (~9.4 points size-adjusted) in his sample. The mechanism transfers to India even though the exact magnitudes are US estimates.

The quick test: over 5 years, cumulative operating cash flow should roughly track cumulative net profit. A persistent, widening gap is a demand for an explanation, not proof of fraud. Sloan accrual ratio (cash-flow form) = (Net income − CFO) ÷ average total assets. A commonly cited rule of thumb treats above ~10% as suspicious — label this a rule of thumb, not a law, and always read it over several years.

Red flags in the cash/profit relationship

Receivables growing materially faster than sales, year after year. Revenue booked but not collected. One live illustration from October 2026 reporting: a company's receivables grew 106% against sales growth of 30.8% — a flag, not a verdict.
Inventory growing faster than sales. Goods being made but not sold; a writedown may be waiting.
Capex without returns. Capital spending that never shows up as revenue or profit growth — check incremental ROCE on new capital.
Frequent equity dilution. Share count rising steadily while per-share metrics stagnate: the business grows, shareholders don't.
"Other income" doing the heavy lifting. Profit growth driven by treasury gains, asset sales, or forex gains rather than operations.
Aggressive capitalisation. Costs that should be expensed booked as assets. The WorldCom case ($3.8bn initially disclosed, ultimately ~$11bn) is the textbook example — capitalised expenses flatter both profit and operating cash flow. Check the accounting-policy notes.

Growth companies get one year of grace: a genuine one-off inventory build for a new product launch can distort a single year. Sloan's anomaly is a persistent pattern — always look at 3–5 years, not one.

Quality & governance checks for Indian companies

Indian markets have a specific governance risk that generic textbooks underplay: promoter control. Promoters often hold large stakes and run group structures where value can leak through related entities. The checks below are all free, from exchange filings.

Promoter holding, pledging, and selling

Holding trend: steady promoter selling over several quarters deserves investigation — sometimes diversification, sometimes information. Check the quarterly shareholding pattern (LODR Reg 31).
Pledging: promoters must disclose any encumbrance on their shares to the exchanges and the company within seven working days (SAST Regulation 31), with no minimum threshold; where 50% or more of the promoter holding (or 20% of total share capital) is encumbered, detailed reasons must be given. A high and rising pledge is a structural risk: a falling price triggers margin calls, forced selling, and a self-feeding decline. Treat anything beyond a few percent as a serious warning. Historical illustration: DHFL reportedly had over 80% of promoter shares pledged before its collapse.

Related-party transactions (RPTs)

RPTs — deals between the company and promoter-linked entities — are where value most often leaks in Indian groups. Audit committee approval is required (Companies Act s.177 read with LODR Reg 23), with shareholder approval for material RPTs; SEBI widened the regime in 2023 (related-party definition threshold lowered from 20% to 10% shareholding). Half-yearly RPT disclosures are filed with the exchanges. Check: scale (RPT value as a % of revenue), and pricing (loans/guarantees to promoter entities, sales routed through promoter-owned intermediaries, assets bought from or sold to related parties). Historical illustration: Sun Pharma's domestic sales routed through promoter-owned Aditya Medisales — a whistleblower complaint, a SEBI-ordered forensic audit, and a 2021 settlement with fines for concealing the transactions.

Auditors — resignations, qualifications, rotation

Mid-tenure resignation is a fire alarm. Auditors rarely quit healthy companies. Under the Companies Act (s.140), a resigning auditor must file a statement of reasons within 30 days. Read it, plus management's response. Historical illustration: Manpasand Beverages lost its auditor (Deloitte) just before an earnings report; the stock fell ~95% in the aftermath.
Qualified opinions, disclaimers, and "emphasis of matter" paragraphs are different things with different severity — read the full audit report, don't rely on headlines.
Rotation is mandatory, not a signal: individuals max 1 term of 5 years, audit firms max 2 terms of 5 years (10 years), followed by a 5-year cooling period (Companies Act s.139). A change at the rotation deadline is routine; a change before it is the signal.
Contingent liabilities sit in the notes to accounts: tax disputes, guarantees, litigation. Compare the total with net worth — a contingent liability several times net worth is a real risk, not a footnote.
Group structure: a listed company with many unlisted subsidiaries is harder to analyse and easier to move value through. Always use consolidated, not standalone, figures for groups.

Valuation methods — DCF, relative, SOTP, margin of safety

DCF (discounted cash flow)

Value = present value of future free cash flows, discounted at a rate reflecting risk (WACC), plus a terminal value. Theoretically correct — and the easiest to abuse: terminal value typically represents 60–80% of total DCF value, and sensitivity is extreme. An illustrative sensitivity table (base value 100 at 8% WACC, 2.5% perpetual growth) swings from 79 to 138 when WACC and growth each move by ±1% — a ~75% range; a 1% WACC change alone can move value by up to ~20%. Two iron rules (Damodaran): the perpetual growth rate cannot stay above the risk-free rate/nominal GDP growth, or the firm eventually outgrows the economy; and growth is not free — higher growth requires more reinvestment, and the two must be linked in the model.

Use DCF as a range, never a point. Run at least four combinations (cautious/optimistic discount rate × cautious/optimistic growth). If the current price sits below all four, the undervaluation is robust; if it sits in the middle, your assumptions are deciding. DCF breaks most on cyclicals at cycle peaks and on early-stage loss-makers.

Relative valuation, SOTP, margin of safety

Relative valuation compares multiples against peers and the company's own history. A multiple is a compressed DCF with the assumptions hidden — fast and comparable, but the assumptions are still there. Triangulate: at least one earnings-based and one cash-based multiple, plus the balance sheet. A stock at a 5-year-low P/E is not cheap if its earnings power fell faster than its price.

Sum-of-the-parts (SOTP) values each business segment separately and adds them up, net of corporate costs and debt. Essential for conglomerates and holding companies — and the reason holding companies often trade at a discount to SOTP. Use SOTP to understand where value sits, not as an automatic buy trigger.

Margin of safety: buy only when price is meaningfully below your estimated value — the gap is your protection against being wrong. The size of the gap should scale with uncertainty: wide for cyclicals, leveraged, or governance-discount names; narrower for predictable, cash-generative compounders.

The evidence on value investing in India

The SPIVA India scorecards are the honest baseline: in the 2024 edition, ~82% of large-cap active funds underperformed the Nifty 50 over 10 years, ~57% of mid-cap funds underperformed, and ~48% of small-cap funds underperformed; other vintages report 80–85% large-cap underperformance over 5–10 years. The exact percentages move by edition — check the latest scorecard rather than quoting any single figure. The pattern is consistent: large-cap India is hard to beat, while mid/small-cap markets are less efficiently priced and offer more genuine stock-picking opportunity. Fundamental analysis adds the most value where coverage is thin and the investor is patient; it is least likely to add value as a short-term trading edge in large-caps.

Sector & macro — what moves Indian sectors

RBI monetary policy (repo rate, stance, liquidity). Hikes raise borrowing costs and compress equity multiples, especially for rate-sensitive sectors (banks, NBFCs, real estate, autos, consumer durables, infra). Dated snapshot: on 7 October 2026 the MPC raised the repo rate 25 bps to 5.50% (unanimous) and shifted stance to "calibrated tightening" (4–2), citing inflation, crude, and monsoon risks; the next meeting was scheduled 2–4 December 2026. Verify the current rate on rbi.org.in — it moves.
Crude oil. India imports most of its crude; high crude widens the current-account deficit, pressures the rupee, feeds inflation, and forces rate hikes. Hurts: paints, airlines, logistics, FMCG margins. Helps: upstream oil producers, refiners (sometimes). The RBI's H2 FY27 baseline assumption was ~$95/bbl (October 2026) — verify current prices.
USD–INR. A weakening rupee helps exporters (IT, pharma, textiles) and hurts importers and companies with dollar debt. In 2026 to 29 October, FPIs had pulled over ₹2.94 lakh crore from equities (reported) — a major driver of both the rupee and sentiment that year.
Monsoon and food inflation. A deficient or uneven monsoon hits rural demand (two-wheelers, tractors, FMCG rural sales) and food prices, which feed CPI.
CPI inflation, GDP, IIP. CPI vs RBI's 4% medium-term target decides rate direction (FY27 CPI estimate was raised to 5.2% in October 2026; GDP estimate raised to 7.1%). Read the release, not the headline: which components moved, and whether the surprise is in food (transitory) or core (sticky).
Policy and regulation. GST changes, sector schemes (PLI), tariff/trade actions, and SEBI rule changes can re-rate whole sectors overnight.
Quarterly results season. Results land within 45 days of quarter-end; the market reacts to surprise vs expectations, not to absolute growth. A company growing 20% can fall if 25% was expected.

Sector shorthand (starting points, not rules): banks/NBFCs — credit growth, NPAs, NIMs, cost of funds; IT — client budgets, dollar revenue, attrition, deal wins; pharma — US FDA actions, pricing, pipeline; autos — volumes, commodity costs, financing rates; FMCG — rural demand, raw-material inflation, volume vs price growth; metals/mining — global commodity cycle, China demand; energy — crude, refining margins, policy. Always verify sector claims against the company's own disclosures.

The 60-minute routine — analyse one Indian listed company, free sources only

Sources: Screener.in (financials, ratios, shareholding), BSE/NSE filings (results, annual report, concalls, RPT disclosures), company investor-relations page. Set a timer; the point is a repeatable first pass, not a research report.

Minutes	Step	What to do
0–10	The business in one paragraph	What does it sell, to whom, and why do customers choose it? Read the "About" section and the MD&A's first pages. If you cannot explain the business in two sentences, stop.
10–25	Ten years of numbers	Revenue, operating profit, net profit, CFO, and share count, year by year. Is revenue compounding? Is profit growing at least as fast as revenue? Does CFO track profit over 5 years? Is the share count stable?
25–35	Ratios and the balance sheet	ROE/ROCE trend, D/E and interest cover, debtor/inventory days and CCC trend, dividend history. One page of ratios, compared with 2–3 sector peers.
35–45	Governance sweep	Promoter holding trend and pledging %. Auditor: who, any resignation or qualification in the last 3 years? RPT notes: scale and nature. Contingent liabilities vs net worth. Any SEBI/ED action or qualified opinion.
45–55	Valuation sanity	Current P/E vs the company's 5-year median and vs peers; EV/EBITDA and FCF yield; dividend yield vs payout sustainability. Write down the price at which you'd be a buyer — before checking the current price, to avoid anchoring.
55–60	The verdict page	One paragraph: what the business does, three strengths, three risks, the key number you'd monitor quarterly, and the buy price. If the verdict is "I don't understand it well enough," that is a valid output — it goes on the watchlist, not the portfolio.

Common traps

Headline P/E vs earnings quality. A P/E of 12 built on one-off gains, unsustainable margins, or peak-cycle earnings is not cheap. Always ask what the normalised earnings are.
The "cheap" value trap. A stock falls 60%, the P/E looks low, the business is in structural decline. Cheap is not a thesis; a declining ROCE with rising debt is the signature.
Growth at any price. A PEG below 1 means nothing if the growth forecast is fantasy. Growth stocks priced for 30% growth that deliver 15% can halve even while the business does fine.
Tips and operator-driven stocks. The October 2026 ED/SEBI case is the current textbook: two small companies (R M Drip and Sprinklers Systems, R&B Denims) allegedly allotted 3.5+ crore shares/warrants to connected entities (April 2023–March 2024), then promoted the stocks through WhatsApp groups with names like "Multibagger Stocks" (Dec 2025–Feb 2026), growing the shareholder base from ~3,400 to over one lakh before allottees sold into the demand; ED froze ~₹200 crore and searched 29 premises on 16 October 2026. The pattern: illiquid small-cap + preferential allotments to connected parties + sudden social-media promotion + no fundamental change. Separately, SEBI's Investor Survey 2025 (as reported) found 62% of retail investors making decisions from social-media finfluencer advice, while only ~6% of finfluencers are SEBI-registered and ~33% recommend stocks; SEBI removed/banned ~162,000 finfluencer posts or accounts between April 2024 and May 2026. Verify any "expert" on SEBI's portal before following a recommendation.
Confusing a good company with a good stock. A wonderful business at 60x earnings can be a poor investment; a mediocre business at 6x can be a good one. Price is half the analysis.
Recency and narrative. One great quarter, one viral thread, one "multibagger" story. Demand 5–10 years of evidence, and read the bear case before the bull case.
Ignoring the balance sheet. Profits without a balance-sheet check miss the debt, the dilution, and the receivables. The P&L is where fraud is performed; the balance sheet and cash flow statement are where it is caught.