Fundamental Analysis
About this track
The three financial statements, every ratio that matters, valuation from DCF to relative multiples, and the qualitative judgement — moats, management, red flags — that no spreadsheet captures. Taught with Indian companies and everyday analogies.
Fundamental analysis is the study of the business behind the share — its revenue, margins, debt, cash flow and competitive position — to estimate what the company is worth and whether the market price is more or less than that. This track teaches how to read the three financial statements, the valuation ratios (P/E, P/B, ROE and the DuPont breakdown), discounted cash flow, and how to tell a genuine accounting red flag from an innocent one.
The emphasis is on judgement, not formulas. A discounted cash flow that quotes a target to the rupee is selling false precision, a low P/E is often cheap for a reason, and the same number means different things in a bank, a commodity producer and a new-age loss-maker. Every method here is taught with the conditions under which it misleads.
Modules
01What you are actually buying
The mindset shift from "stock" to "business", and how to approach an annual report without drowning.
02The three financial statements
Income statement, balance sheet and cash flow — what each measures, and why the third one is the honest one.
03The ratios that matter
Valuation, profitability, leverage and efficiency — with the sector-specific ratios that general rules get wrong.
04Valuation & judgement
Building a DCF, using relative valuation honestly, and the qualitative work no spreadsheet can do.
05Putting it to work
From a universe of 5,000 companies to a written thesis — and the decision almost nobody plans for: when to sell.
06Deeper judgement
Business models and unit economics, the three investing styles, what dilution quietly costs you, how to think about cyclicals and turnarounds, and what a business in permanent decline is actually worth.
07Structure & forensics
Industry analysis, capital allocation, forensic accounting, holding companies, valuing a bank properly, and reading the shareholding pattern.
- Industry analysis: why the pond matters more than the fish12m
- Capital allocation: what management does with the cash12m
- Forensic accounting: finding what the numbers hide13m
- The Altman Z-score: a bankruptcy early-warning11m
- The Piotroski F-score: nine tests of quality10m
- The Beneish M-score: sniffing out cooked books10m
- Holding companies and the conglomerate discount11m
- Valuing a bank properly12m
- Reading the shareholding pattern10m
- The Ohlson O-score: bankruptcy odds from nine numbers9m
- The Montier C-score: six flags for a company cooking the books8m
08Specialised analysis
Valuing insurers and loss-making new-age companies, scuttlebutt research, checklist investing, and what BRSR disclosure actually contains.
09Accounting judgement
How accounting policy changes reported profit, what the auditor is really saying, reading segment data, mergers and demergers, and what credit rating agencies see that equity investors miss.
10Cash and capital
Working capital and the cash conversion cycle, reading a concall transcript, return on incremental capital, valuing a PSU, and contingent liabilities.
11Pricing, capex and cash
Pricing power, reading a company through its capex cycle, what the effective tax rate reveals, related party transactions, and free cash flow yield.
- Pricing power: who can raise prices and keep the customer12m
- Reading a company that is building12m
- The tax line, and what it quietly tells you11m
- Related party transactions12m
- Free cash flow yield11m
- ROIC: the truest test of a business’s quality11m
- The Magic Formula: buy good companies cheap, by rank10m
- The Rule of 40: growth and profit, on one line9m
- Economic value added: profit after charging for all capital11m
- Owner earnings: Buffett’s version of profit9m
- Free cash flow to equity: the shareholder’s cash9m
- CFROI: a return on capital that survives inflation and accounting9m
12Judgement and comparison
Reading the notes to accounts, concentration risk, management compensation, what happens when a company defaults, and a full side-by-side comparison.
13Structure and inputs
Standalone versus consolidated, inventory and asset quality, currency exposure inside a business, valuing a real estate developer, and reading people costs.
14Inference and limits
Reverse DCF, market share over time, what a quarterly result does and does not tell you, analysing thin disclosure, and goodwill and intangibles.
- Reverse DCF: what the price already assumes12m
- The dividend discount model: valuing a stock by its payouts11m
- CAPM: the price of risk, and your cost of equity11m
- The Graham number: a quick fair-value sanity check9m
- The two-stage DCF: high growth now, normal growth later12m
- WACC: the blended cost every company must beat11m
- Graham net-nets: buying a company for less than its cash10m
- Market share: who is actually winning11m
- What a quarterly result does and does not tell you11m
- Analysing a company that tells you very little12m
- Goodwill and intangibles11m
- The Shiller PE (CAPE): a P/E that smooths the cycle9m
15Reading the market’s opinion
Implied expectations, comparing against real peers, judging capital allocation, separating a cycle from a structural decline, and reading an earnings call.
- Operating leverage: why small revenue moves become big profit moves12m
- Comparing a company with its actual peers12m
- Judging management by where the cash went13m
- Telling a cycle from a structural decline13m
- Revenue quality: not every rupee of sales is worth the same12m
- Channel stuffing: revenue borrowed from the future8m
16Reading the fine print
EBITDA and what it hides, lease accounting after Ind AS 116, promoter pledging, AGM resolutions and proxy advisers, and reading a research report for what it is.
17Earnings quality
Accruals as a measurable number, capital work in progress, when book value means something, reading the deferred tax line, and founder succession risk.
- Accruals: the gap between profit and cash, as a number13m
- Capital work in progress, and the project that never finishes12m
- Book value, and the businesses where it means anything12m
- Deferred tax, and what it quietly reveals11m
- What happens when the founder goes12m
- When interest becomes an asset: capitalised borrowing costs9m
- Gross block, net block, and how old the plant really is8m
- Gross profitability: the cleanest measure of a good business8m
- Tobin’s Q: is the market worth more than the assets underneath it?8m
18Rules that set the numbers
Other comprehensive income, PLI and RoDTEP incentives in the P&L, trade payables as hidden borrowing, lock-in expiries and minimum public shareholding, and businesses whose prices a regulator fixes.
19The public record
Reading the exchange announcements feed, pulling subsidiary accounts and registered charges from the MCA, mining a competitor’s offer document, checking a company’s claims against government data, and following a regulatory order through its appeal ladder.
- The announcements feed: reading a company through what it is forced to file14m
- Down to the registrar: what MCA filings show that the annual report does not14m
- Somebody else’s prospectus: mining a competitor’s DRHP13m
- Checking a claim against somebody else’s numbers13m
- Orders, demands and disputes: reading the regulatory trail14m
20When growth ends
Decomposing a growth rate into volume, price, mix and acquisition; reading the signs that a market is filling up; watching an industry change shape and knowing which number moves first; the arithmetic of a de-rating; and a procedure for telling a cheap company from a broken one.
- Where the growth actually came from: volume, price, mix and acquisition14m
- Saturation: how a market tells you it is filling up13m
- When an industry changes shape, and which number moves first14m
- The de-rating: why the price falls further than the profits13m
- Cheap or broken: a procedure for a low multiple14m
21The base that moved
Why a growth rate can be arithmetically perfect and still meaningless. Discontinued operations and the re-presented year, how a trailing twelve-month figure is actually stitched together, the appointed date that rewrites a closed year, the accounting change that lifts profit without moving cash, and a procedure for rebuilding a decade you can compare.
- Discontinued operations: the day last year’s revenue was rewritten14m
- The trailing twelve months, and the quarter that absorbs everything13m
- The appointed date: when a merger rewrites a year that is already closed15m
- When the rules change mid-series: policy, estimate and error14m
- Rebuilding ten years you can actually compare15m
22What is due, and when
The repayment calendar hidden across three lines of the balance sheet, the interest a company is really paying once capitalisation is unwound, the mismatch between a long asset and short funding, the covenant that reclassifies a loan without any cash moving, and a twelve-month liquidity test you can run from published numbers.
23The lender that is not a bank
Where a finance company’s money comes from and what it really costs, how a thin spread and a fat one produce the same return on equity by completely different routes, the provision that is an assumption rather than a measurement, the quarter of the loan book that has been sold and the profit booked in advance for it, and the year the capital ratio forces a share issue.
24The contract that spans three years
Reconciling a record order book against orders actually won, the estimate in the denominator that moves a quarter's margin without a rupee of extra work, the three balance sheet lines that hold a contractor's cash while receivable days look fine, why an expected loss is provided in full at once while a gain is not, and the profit that exists only in an arbitration file.
25The group, and whose numbers they are
Two per cent of one company changing hands and reported revenue rising forty-five per cent; a joint venture with ₹1,800 crore of borrowings that appears as one line, until the year it appears as nothing; the same audited accounts giving a price-to-earnings ratio of either 21 or 33 depending on which of two profit figures you divide by; and a group generating ₹1,000 crore of cash while the entity whose shares you own can distribute a fraction of it.
26Five industries, read from the inside
A quarter in which an IT company’s rupee revenue rose eight per cent while the business grew two; an FMCG company growing nine per cent while selling one per cent more; a pharma company whose best factory can stop exporting on a single letter; an automaker whose record month was stock sent to dealers; and a cement company whose whole year turns on ₹200 a tonne of fuel.
- An IT services company is priced by the hour: reading one properly14m
- Nine per cent growth, one per cent more soap: reading an FMCG company13m
- A pharma company is three businesses and a list of factories15m
- The record month that was stock sent to dealers: reading an automaker13m
- A cement company is read per tonne, and region by region13m
27Five more industries, read from the inside
A tariff increase of fifteen per cent that lifts a telecom operator’s operating profit by more than a quarter; a power company whose profit grows because the regulator lets it earn on new equity; a retailer whose 8.5% growth is half new stores; a hospital whose revenue rises fourteen per cent without a single new bed; and a steelmaker whose profit falls by a third when coking coal rises.
- Telecom: a monthly bill, a tower and a licence paid for in advance13m
- Power: a return the regulator allows, and a plant that must be available14m
- Retail and restaurants: old stores, new stores, and the rent in between12m
- Hospitals: sold by the occupied bed, day by day12m
- Steel and metals: the spread between the product and the ore13m
28A third set of industries, read from the inside
An airline whose profit turns into a loss on a 10% rise in fuel; a refiner whose reported margin includes a gain on crude it merely held; a hotel whose profit rises a quarter on five more points of occupancy; a chemical plant that earns almost nothing in its first year; and an asset manager whose profit falls twice as fast as the market.
- Airlines: a few paise between the fare and the fuel13m
- Oil refining and marketing: a margin per barrel, and a gain on the crude in the tanks14m
- Hotels: the room that earns nothing if it stays empty tonight12m
- Specialty chemicals: a plant paid for today, earning its return in year three13m
- Asset managers, brokers and exchanges: businesses that live on the market itself14m
Fundamental Analysis
The three financial statements, every ratio that matters, valuation from DCF to relative multiples, and the qualitative judgement — moats, management, red flags — that no spreadsheet captures. Taught with Indian companies and everyday analogies.
Start with “What fundamental analysis is trying to do” →- Lessons
- 169
- Modules
- 28
- Reading time
- 33.5 hrs
- Quiz questions
- 222
Fundamental analysis is the study of the business behind the share — its revenue, margins, debt, cash flow and competitive position — to estimate what the company is worth and whether the market price is more or less than that. This track teaches how to read the three financial statements, the valuation ratios (P/E, P/B, ROE and the DuPont breakdown), discounted cash flow, and how to tell a genuine accounting red flag from an innocent one.
The emphasis is on judgement, not formulas. A discounted cash flow that quotes a target to the rupee is selling false precision, a low P/E is often cheap for a reason, and the same number means different things in a bank, a commodity producer and a new-age loss-maker. Every method here is taught with the conditions under which it misleads.
What you are actually buying
The mindset shift from "stock" to "business", and how to approach an annual report without drowning.
What fundamental analysis is trying to do
Separating price from value, the two questions every analysis must answer, and why this discipline is slow by design.
The company behind the ticker: working out what it actually sells
Before any ratio, one plain paragraph: what does this business sell, who buys it, how does it get paid, and what does it cost to serve them.
Your share of the business: share count, EPS and what the whole company costs
A share price on its own says nothing about how large a company is or how much of it you own. The share count is what turns a price into a claim.
Where your return actually comes from
Three sources and no fourth: profits growing, the multiple changing, and cash paid out. Knowing which one you are relying on is most of the discipline.
How to read an annual report
Three hundred pages, most of them marketing. The eight sections that carry the information, in the order a sceptic should read them.
The three financial statements
Income statement, balance sheet and cash flow — what each measures, and why the third one is the honest one.
The income statement
From revenue to net profit, the four margins that matter, and why growing sales can coincide with shrinking profits.
One-offs: the profit that will not happen again
A land sale, an insurance claim, a restructuring charge. Which parts of this year’s profit belong to the business, and which are visitors.
The balance sheet
A photograph of what the company owns and owes on one day, and the two ratios that reveal whether it can survive a bad year.
The cash flow statement
The hardest statement to manipulate, the three buckets that describe any company, and the one comparison that catches most accounting games.
How the three statements connect
They are not three documents — they are one system with three views. Once you see the links, inconsistencies become obvious.
The ratios that matter
Valuation, profitability, leverage and efficiency — with the sector-specific ratios that general rules get wrong.
Market capitalisation and enterprise value: two ways to say what a company costs
The price of the equity is not the price of the business. Debt and cash sit between the two, and every multiple you use depends on which one you picked.
Valuation ratios
P/E, P/B, EV/EBITDA, P/S and PEG — what each compares, when each is the right tool, and when each one lies.
Profitability and return ratios
ROE, ROCE and the DuPont breakdown — how to tell whether a company earns its returns through skill or through leverage.
Leverage, liquidity and efficiency ratios
Can it pay its interest, can it pay its bills, and how hard is it making its assets work? The ratios that catch trouble before the profit line does.
Sector-specific analysis
General ratios break down at sector boundaries. What to actually look at for banks, NBFCs, IT, pharma, FMCG, cement, autos and real estate in India.
Valuation & judgement
Building a DCF, using relative valuation honestly, and the qualitative work no spreadsheet can do.
Three ways to put a number on a business
What it owns, what it earns, and what similar things fetch. Three families of valuation, when each is the honest one, and why they disagree.
Discounted cash flow
Build a valuation from first principles, then watch how badly it wobbles — which is the actual lesson.
Relative valuation and the margin of safety
Comparing a company to its peers and to its own history — faster than a DCF, easier to abuse, and how to decide what discount you actually need.
If it is so cheap, why is it cheap?
Somebody sold you those shares and thought they were being sensible. Working out what you know that they do not — and being honest when the answer is nothing.
Moats, management and red flags
The qualitative work: what protects a business from competition, how to read a promoter, and the warning signs that precede most disasters.
Putting it to work
From a universe of 5,000 companies to a written thesis — and the decision almost nobody plans for: when to sell.
A first pass on a company, in one evening
A repeatable ninety minutes that ends in a decision: read further, or put it down. Most companies should end in "put it down", quickly.
Screening, and writing a thesis you can be held to
How to narrow 5,000 companies to a shortlist worth reading about, and how to write down why you are buying — before you buy.
How many companies can you actually follow?
Every holding carries a maintenance cost measured in hours a year. Count the hours you genuinely have, and the number of holdings decides itself.
Which news actually changes a thesis
A company you own is in the news every week. Almost none of it should change anything. A single test for telling the two apart.
When to sell
The hardest decision in investing, the one almost nobody plans for, and the four legitimate reasons to exit — none of which is "it went down".
Deeper judgement
Business models and unit economics, the three investing styles, what dilution quietly costs you, how to think about cyclicals and turnarounds, and what a business in permanent decline is actually worth.
Business models and unit economics
Before any ratio: how does this company actually make money, does each sale make sense, and what happens to profit when revenue doubles?
Growth, value and quality: three ways to be right
Three coherent philosophies, what each one is actually betting on, how each fails, and why mixing them randomly is the worst option.
Dilution: the cost that never appears as an expense
Share count is the denominator of everything. How ESOPs, QIPs and warrants quietly transfer value away from you.
Cyclicals, turnarounds and special situations
Three situations where the standard framework inverts — and where most of the permanent capital losses in Indian markets happen.
The business that is shrinking, valued honestly
A declining business is not worth nothing, and the arithmetic says how much. Run-off value, the two variables it turns on, and the three ways management destroys it.
What a rights issue does to the share price
A rights issue at a discount does not hand you a bargain — the price falls mechanically to average the old and new shares. The theoretical ex-rights price, why the discount is an illusion, and what happens if you do nothing.
Structure & forensics
Industry analysis, capital allocation, forensic accounting, holding companies, valuing a bank properly, and reading the shareholding pattern.
Industry analysis: why the pond matters more than the fish
Some industries let everyone earn well and others destroy capital regardless of management quality. The five forces, applied to Indian sectors.
Capital allocation: what management does with the cash
The single most consequential thing a CEO does, the five options available, and how to judge whether they chose well.
Forensic accounting: finding what the numbers hide
Beyond the basic red flags — the specific ratios and disclosures that have preceded most Indian corporate failures.
The Altman Z-score: a bankruptcy early-warning
One number, built from five ratios, that flags whether a company is drifting toward financial distress. How it is built, the safe and danger zones, and where it works and where it does not.
The Piotroski F-score: nine tests of quality
A nine-point checklist that separates improving businesses from deteriorating ones, using only the financial statements. What each test checks, what a strong score means, and how to use it.
The Beneish M-score: sniffing out cooked books
A model built to flag companies likely to be manipulating their earnings. What the eight variables capture, the threshold that raises suspicion, and why it is a smoke detector, not a verdict.
Holding companies and the conglomerate discount
Structures that own other companies — why they trade below the sum of their parts, and when that gap is an opportunity rather than a trap.
Valuing a bank properly
Why P/E fails for banks, how price-to-book and ROE combine into a single framework, and the asset-quality numbers that decide everything.
Reading the shareholding pattern
A free quarterly filing that tells you who owns the company, who is buying, who is leaving — and the one line that matters most.
The Ohlson O-score: bankruptcy odds from nine numbers
The Altman Z-score gives you a score and a zone. The Ohlson O-score does something subtly different — it runs nine financial inputs through a statistical model and hands back a probability of bankruptcy. Same job, different maths, and a useful second opinion.
The Montier C-score: six flags for a company cooking the books
Where the Beneish M-score runs the numbers through a statistical model, the Montier C-score is a plain checklist — six yes-or-no red flags for aggressive accounting. Add up how many are lit, and you have a fast, transparent measure of how much to distrust the earnings.
Specialised analysis
Valuing insurers and loss-making new-age companies, scuttlebutt research, checklist investing, and what BRSR disclosure actually contains.
Valuing insurance companies
Profit arrives decades after the sale, so the income statement is nearly useless. Embedded value, VNB and the margins that actually matter.
Valuing loss-making new-age companies
No earnings, no P/E, and a story about the future. Contribution margin, cohorts and the specific question that separates a business from a subsidy.
Scuttlebutt: research outside the filings
Philip Fisher’s method — talking to customers, suppliers, employees and competitors — adapted to what an Indian retail investor can actually do.
Checklist investing
Surgeons and pilots use checklists because expertise fails under pressure. Building one for investing, and using it honestly.
BRSR: what sustainability disclosure actually contains
India mandates detailed ESG reporting for large listed companies. What is in it, what is useful for an investor, and what is marketing.
ESG scores, ratings and greenwashing
An ESG score is a risk rating, not a morality grade — and two agencies routinely score the same company very differently. What the score measures, why it disagrees, and how to spot greenwashing.
Accounting judgement
How accounting policy changes reported profit, what the auditor is really saying, reading segment data, mergers and demergers, and what credit rating agencies see that equity investors miss.
How two identical businesses report different profits
Depreciation life, revenue recognition, capitalising versus expensing and lease treatment are all choices. Each is legal, disclosed, and can change reported profit by a third.
The auditor's report: qualifications, KAMs and silence
Three pages most investors skip, written by the only outsider with full access to the books — and the one place where serious problems are named before the price knows.
Segment reporting: the business inside the business
A conglomerate's consolidated numbers average a great business with a poor one. The segment note separates them — and often shows the market is valuing the wrong half.
Mergers, demergers and value unlocking
Most acquisitions destroy value for the acquirer and most demergers create it. How to read a deal announcement, and what the share entitlement ratio actually means for you.
Credit ratings and the debt market's view of your stock
Rating agencies publish detailed analysis of companies you may own, focused entirely on whether they survive. Equity investors rarely read it, and it moves first.
Cash and capital
Working capital and the cash conversion cycle, reading a concall transcript, return on incremental capital, valuing a PSU, and contingent liabilities.
Working capital: the cash that growth eats
A company can grow revenue 30% a year and run out of money. The cash conversion cycle explains how, and it is the most reliable early warning in fundamental analysis.
Reading an earnings call transcript
The only forum where management answers questions they did not choose. What to skip, what to read twice, and how evasion actually sounds in print.
Return on incremental capital
Historic ROCE tells you what a business earned in the past. The return on each new rupee invested tells you what compounding is still available.
PSUs and the government as promoter
State-owned companies are analysed with the same statements and a different question: whose interests does the majority shareholder actually serve?
Contingent liabilities and what the balance sheet omits
Obligations that exist but are not recognised: guarantees, disputed taxes, litigation and commitments. Disclosed in a note, excluded from every ratio you computed.
The sustainable growth rate: how fast a company can grow on its own money
There is a speed limit on how fast a company can grow while funding itself from profits alone. The sustainable growth rate names it — and comparing it to how fast a firm actually grows tells you whether it is quietly borrowing or diluting to keep up.
Pricing, capex and cash
Pricing power, reading a company through its capex cycle, what the effective tax rate reveals, related party transactions, and free cash flow yield.
Pricing power: who can raise prices and keep the customer
The single most valuable property a business can have, and the one that shows up in the numbers years after it shows up in behaviour.
Reading a company that is building
Capital expenditure makes the numbers look worse before it makes them better. Knowing where a company sits in that cycle explains a lot of otherwise confusing results.
The tax line, and what it quietly tells you
One number most investors skip entirely. A tax rate well away from the statutory one always has a reason, and the reason is usually worth knowing.
Related party transactions
Money moving between the company and people who control it. Most of it is routine, and almost every Indian governance failure has left its trace here first.
Free cash flow yield
What the business actually puts in your pocket, divided by what you pay for it. Harder to manipulate than earnings, and it answers a different question from PE.
ROIC: the truest test of a business’s quality
Return on invested capital measures how well a company turns all its capital — debt and equity — into profit. Why it beats ROE, how it compares to the cost of that capital, and what a great ROIC looks like.
The Magic Formula: buy good companies cheap, by rank
Joel Greenblatt’s system for ranking stocks on quality and cheapness at once, using just two metrics. How it works, why the discipline is the hard part, and where it falls short.
The Rule of 40: growth and profit, on one line
A one-line test for growth companies: revenue growth plus profit margin should clear 40%. Where it came from, why it captures a real trade-off, and the traps in applying it.
Economic value added: profit after charging for all capital
Accounting profit charges for debt but never for equity. EVA — residual income — subtracts the full cost of capital, revealing whether a company truly created value or just looked profitable.
Owner earnings: Buffett’s version of profit
The cash a business could hand its owners without shrinking. How Buffett’s owner-earnings adjusts reported profit, why maintenance capex is the hard and honest part, and how it differs from free cash flow.
Free cash flow to equity: the shareholder’s cash
Free cash flow can mean the cash available to everyone who financed the business, or just to you as a shareholder. Those are different numbers — and after heavy debt repayment they can point opposite ways.
CFROI: a return on capital that survives inflation and accounting
Accounting returns like ROIC are nominal and shaped by a firm’s bookkeeping choices, which makes comparing companies across time and borders treacherous. CFROI tries to fix that by expressing return as a real, inflation-adjusted rate — closer to an economic truth than an accounting one.
Judgement and comparison
Reading the notes to accounts, concentration risk, management compensation, what happens when a company defaults, and a full side-by-side comparison.
The notes to accounts, read systematically
The statements are three pages. The notes are eighty, and everything that matters is in them. A repeatable order for reading them in twenty minutes.
One customer, one product, one plant
A business can look excellent on every ratio and depend entirely on something that could disappear in a single quarter. Where that dependence is disclosed.
What management is paid, and paid for
Incentives explain behaviour better than strategy documents do. The remuneration note tells you what management is actually being asked to maximise.
Default, IBC and where equity ranks
Equity holders are last in the queue and usually receive nothing. Understanding the order changes how you size a leveraged position long before anything goes wrong.
A full side-by-side comparison
Everything in this track, applied at once. Two competitors, the same eight questions, and how to reach a decision without pretending the answer is obvious.
Amortised cost and the effective interest method
A bond bought below face value is not carried at what you paid, nor at what it will repay — it drifts between the two. How amortised cost works, why the interest booked differs from the coupon, and where it hides risk.
Structure and inputs
Standalone versus consolidated, inventory and asset quality, currency exposure inside a business, valuing a real estate developer, and reading people costs.
Standalone, consolidated, and where problems hide
Every Indian company publishes two sets of accounts. The difference between them is often the most informative number in the report.
Inventory, depreciation and asset quality
Two of the softest numbers on any balance sheet. Both depend on management judgement, and both tell you something before the profit line does.
Currency inside the business
A company can look purely domestic and be substantially a currency bet. Where the exposure is disclosed, and why the net figure matters more than revenue.
Valuing a real estate developer
Accounting profit tells you almost nothing here. Pre-sales, collections and net debt do — and the sector rewards patience with the cycle more than stock selection.
People costs, and what they reveal
For a services business, employees are the entire cost structure. Revenue per employee, attrition and utilisation say more about the next two years than the margin does.
Inference and limits
Reverse DCF, market share over time, what a quarterly result does and does not tell you, analysing thin disclosure, and goodwill and intangibles.
Reverse DCF: what the price already assumes
Instead of forecasting and getting a value, take the price and solve for the forecast. It turns valuation into a question you can actually answer.
The dividend discount model: valuing a stock by its payouts
The oldest valuation model there is: a share is worth the present value of every dividend it will ever pay. How the Gordon growth shortcut works, and why the answer is so sensitive to two inputs.
CAPM: the price of risk, and your cost of equity
Every valuation needs a discount rate, and the cost of equity is where it starts. How the Capital Asset Pricing Model turns a stock’s risk into a required return, and how to use — and distrust — the answer.
The Graham number: a quick fair-value sanity check
Benjamin Graham’s back-of-the-envelope ceiling for a defensive investor’s price — built from just earnings and book value. What it does, the formula, and the narrow set of stocks it fits.
The two-stage DCF: high growth now, normal growth later
Real companies grow fast for a while, then settle down — and a single-growth DCF cannot capture that. How the two-stage model splits the future into an explicit forecast and a terminal value.
WACC: the blended cost every company must beat
A company funds itself with equity and debt, each with its own cost. WACC blends them into one hurdle rate — the discount rate a DCF uses and the bar every investment must clear.
Graham net-nets: buying a company for less than its cash
Benjamin Graham’s deepest bargain: a stock priced below the liquidation value of its current assets alone, fixed assets thrown in free. How NCAV works, the two-thirds rule, and why they are so rare.
Market share: who is actually winning
Revenue growth tells you the company grew. Share tells you whether it grew because it is winning or because the whole industry did.
What a quarterly result does and does not tell you
Quarterly numbers are limited, unaudited and seasonal. Knowing what is genuinely in them prevents most of the overreaction that follows a results day.
Analysing a company that tells you very little
Smallcaps disclose less, hold no concalls and have no analyst coverage. What you can still establish, and when the honest answer is to walk away.
Goodwill and intangibles
Assets you cannot touch, valued by judgement. What each represents, why goodwill is a record of a decision rather than a thing, and when to ignore it.
The Shiller PE (CAPE): a P/E that smooths the cycle
A normal P/E uses one year of earnings — and one year can be a peak or a trough. The Shiller PE averages ten years of inflation-adjusted earnings instead, so a market at the top of its cycle stops looking deceptively cheap.
Reading the market’s opinion
Implied expectations, comparing against real peers, judging capital allocation, separating a cycle from a structural decline, and reading an earnings call.
Operating leverage: why small revenue moves become big profit moves
A 10% rise in sales can be a 40% rise in profit, or a 2% one. The difference is the shape of the cost base — and it works just as violently in reverse.
Comparing a company with its actual peers
Sector labels are administrative, not economic. Building a peer set that means something, and reading a comparison table without being led by it.
Judging management by where the cash went
Strategy decks are free. The cash flow statement records what was actually chosen, year after year, and it is the most reliable evidence about management you can get.
Telling a cycle from a structural decline
Both look identical for the first two years: falling profits, falling price, a cheap-looking multiple. The evidence that separates them, and what it costs to get it wrong.
Revenue quality: not every rupee of sales is worth the same
Who the customer is, how many of them there are, when the cash arrives and whether the sale can be cancelled. Four questions that separate a revenue line from a real one.
Channel stuffing: revenue borrowed from the future
A company can hit its numbers by pushing more goods onto distributors than they can sell, booking it as revenue today. How the trick works, why it always reverses, and the two lines that give it away.
Reading the fine print
EBITDA and what it hides, lease accounting after Ind AS 116, promoter pledging, AGM resolutions and proxy advisers, and reading a research report for what it is.
EBITDA, and why it is not cash
The most quoted number in Indian earnings calls excludes four real costs. Useful for one specific comparison, and misleading everywhere else.
Leases on the balance sheet: what Ind AS 116 changed
Overnight, retailers and airlines acquired enormous debt and enormous assets without signing anything new. What actually happened, and why the ratios you compare to history no longer line up.
Promoter pledging: the disclosure that predicts trouble
Shares borrowed against are a quarterly disclosure most people skip. It has preceded a remarkable share of Indian corporate collapses, and it is free to check.
Your vote: AGMs, resolutions and proxy advisers
Every share carries a vote, on resolutions that decide pay, auditors and related-party deals. Almost no retail holder uses it, and the resolutions tell you things the annual report does not.
Reading a broker's research report for what it is
Genuinely useful industry work, wrapped around a target price that means less than any other number in it. What to take, what to discard, and who paid for it.
Earnings quality
Accruals as a measurable number, capital work in progress, when book value means something, reading the deferred tax line, and founder succession risk.
Accruals: the gap between profit and cash, as a number
Everyone says to compare profit with cash flow. This is how you turn that instinct into a ratio you can screen on — and one of the better-documented predictors of disappointment.
Capital work in progress, and the project that never finishes
An asset under construction sits outside depreciation and outside the return calculation. That makes it the tidiest place on an Indian balance sheet to leave something you do not want examined.
Book value, and the businesses where it means anything
For a bank it is close to the whole valuation. For a software company it is almost meaningless. Knowing which you are looking at is most of the skill.
Deferred tax, and what it quietly reveals
A line most readers skip entirely. It exists because accounting profit and taxable profit are computed differently — and the gap between them says useful things about both.
What happens when the founder goes
A large share of Indian listed companies are still run by the person or family that built them. Succession is a risk that arrives once, is entirely foreseeable, and is rarely priced.
When interest becomes an asset: capitalised borrowing costs
Interest is usually an expense — but while a company builds a large asset, accounting lets it move onto the balance sheet instead. How capitalised borrowing costs quietly lift reported profit, and how to see through them.
Gross block, net block, and how old the plant really is
The fixed-asset note holds a quiet tell about a business: how worn out its plant is, and whether a wave of replacement spending is coming. What gross block and net block mean, and what their ratio reveals.
Gross profitability: the cleanest measure of a good business
The further down the income statement you read, the more the number has been shaped by accounting choices. Gross profitability takes the figure nearest the top — gross profit against total assets — and argues it is the truest signal of a genuinely profitable business.
Tobin’s Q: is the market worth more than the assets underneath it?
Tobin’s Q asks a deceptively simple question — would it be cheaper to buy this company on the market, or to build it from scratch? The answer, above or below one, tells you what the market thinks a firm’s assets are worth in someone’s hands.
Rules that set the numbers
Other comprehensive income, PLI and RoDTEP incentives in the P&L, trade payables as hidden borrowing, lock-in expiries and minimum public shareholding, and businesses whose prices a regulator fixes.
Other comprehensive income: the profit that never reaches the profit line
Gains and losses that Ind AS routes straight into equity, bypassing net profit entirely. They move book value, and therefore price-to-book and return on equity, in a year the profit line says nothing happened.
PLI, RoDTEP and the profits with an expiry date
Production linked incentives and export remissions are usually booked above EBITDA, so they lift operating margin rather than just the tax line. Each has a tenure printed in a public notification.
Trade payables: the borrowing that never appears as debt
Stretching suppliers funds a company without touching the borrowings line or net debt to EBITDA. The ageing schedule, the MSMED Act and section 43B(h) make it checkable.
Lock-in expiries and the sellers who have a deadline
Anchor investors, pre-IPO holders and promoters are locked in for periods fixed by SEBI, and a company below 25% public shareholding must sell down. All of it is on a published calendar.
When a regulator sets the price
A large part of the Indian market sells at prices fixed by statute or by a regulator. The ceiling, the revision cycle and the consultation papers are all public documents.
The public record
Reading the exchange announcements feed, pulling subsidiary accounts and registered charges from the MCA, mining a competitor’s offer document, checking a company’s claims against government data, and following a regulatory order through its appeal ladder.
The announcements feed: reading a company through what it is forced to file
Everything material a listed company knows must reach the exchange on a clock. Read a year of that feed in order and you have a timeline nobody wrote for you.
Down to the registrar: what MCA filings show that the annual report does not
Unlisted subsidiaries file their own accounts with the Registrar of Companies, and every secured borrowing is recorded against the borrower by name. Both are public.
Somebody else’s prospectus: mining a competitor’s DRHP
A rival filing to list must disclose its industry, its cost structure and its own comparison against you. None of it is written for your benefit, which is what makes it useful.
Checking a claim against somebody else’s numbers
Companies report what they dispatched. Regulators and government portals count what was registered, consumed or shipped. Where the two diverge, there is a question.
Orders, demands and disputes: reading the regulatory trail
A one-line disclosure about a tax demand or a regulatory order is the visible end of a document you can usually read in full — and the stage it has reached tells you what it is worth.
When growth ends
Decomposing a growth rate into volume, price, mix and acquisition; reading the signs that a market is filling up; watching an industry change shape and knowing which number moves first; the arithmetic of a de-rating; and a procedure for telling a cheap company from a broken one.
Where the growth actually came from: volume, price, mix and acquisition
Revenue up 18% is not a fact about demand until you have split it. The four sources of a growth rate, where each is disclosed, and why only some of them can happen again.
Saturation: how a market tells you it is filling up
Growth from an empty market is a one-time event. Penetration, replacement demand, the base effect and same-store sales — the measures that keep working after the percentage stops.
When an industry changes shape, and which number moves first
Capacity arriving three years after it was justified, players leaving, a substitute taking the increment, and the exit barriers that keep loss-making capacity running. Where each of these shows up before it reaches the profit line.
The de-rating: why the price falls further than the profits
Profit grew 8% and the stock fell 40%, and nothing was misstated. What a high multiple is actually a statement about, and why a change in expected growth moves the price twice.
Cheap or broken: a procedure for a low multiple
A screen has handed you a company at six times earnings and below book value. Five checks, in order, that separate a mispricing from a correct discount — and the sentence you have to be able to write at the end.
The base that moved
Why a growth rate can be arithmetically perfect and still meaningless. Discontinued operations and the re-presented year, how a trailing twelve-month figure is actually stitched together, the appointed date that rewrites a closed year, the accounting change that lifts profit without moving cash, and a procedure for rebuilding a decade you can compare.
Discontinued operations: the day last year’s revenue was rewritten
A company sells a division and the previous year’s profit and loss account is re-presented without it. Your saved spreadsheet was not. One of the two comparisons says growth, the other says collapse, and both are correctly calculated.
The trailing twelve months, and the quarter that absorbs everything
Two screeners show two different price-to-earnings ratios for the same company on the same afternoon. Neither is broken. The difference is which twelve months each of them added up, and how the fourth quarter of that year was arrived at.
The appointed date: when a merger rewrites a year that is already closed
Revenue up 43% in your own spreadsheet, with no volume growth, no new plant and no price increase. A scheme sanctioned in November took effect from an April nineteen months earlier, and the comparatives in this year’s report are not the ones the same company published last year.
When the rules change mid-series: policy, estimate and error
Your ten-year gross margin chart has a clean step in it, in a year when nothing happened to the business. Three quite different kinds of accounting change produce that step, and each one does something different to last year’s figures.
Rebuilding ten years you can actually compare
A decade of figures pulled from a data provider in twenty minutes, three of which are on a different basis from the rest. A procedure for finding the breaks, a rule for what to do when a break cannot be repaired, and the module checkpoint.
What is due, and when
The repayment calendar hidden across three lines of the balance sheet, the interest a company is really paying once capitalisation is unwound, the mismatch between a long asset and short funding, the covenant that reclassifies a loan without any cash moving, and a twelve-month liquidity test you can run from published numbers.
The repayment calendar the ratio cannot show you
Two manufacturers, ₹2,400 crore of borrowings each and four times EBITDA each. One repays ₹250 crore next year and the other ₹1,500 crore. The leverage ratio cannot tell them apart, and the “long-term debt” column ranks them the wrong way round.
What the debt actually costs, worked backwards
Borrowings averaged ₹2,200 crore through the year and the finance cost line says ₹186 crore. That is 8.5%, a rate this company could not obtain from anybody. Nothing has been misstated, and the reconciliation that explains it is four lines long.
Borrowing short to fund long
A road earns a toll for fifteen years and is financed with paper that must be repaid in ninety days. For four years the paper is reissued sixteen times without incident and at improving spreads. The seventeenth time, nothing about the road has changed and the paper is not taken up.
The covenant, and the clause that trips it
Operating profit falls from ₹800 crore to ₹600 crore. Not a rupee more is borrowed, net debt is unchanged, and no cash moves. In the accounts, ₹2,150 crore crosses from non-current to current liabilities and the auditor adds a paragraph.
The twelve-month test you can run yourself
A procedure with two columns. What the company can lay hands on in the next year against what it must pay in the next year, and a verdict in three categories — because the useful output is not a probability of failure but a statement of what your holding is actually resting on.
Bill discounting and factoring: leverage that can hide
A company with cash stuck in unpaid invoices can sell or pledge them for money today. Useful working-capital plumbing — but depending on how it is structured, it can quietly move real borrowing off the reported debt line.
The lender that is not a bank
Where a finance company’s money comes from and what it really costs, how a thin spread and a fat one produce the same return on equity by completely different routes, the provision that is an assumption rather than a measurement, the quarter of the loan book that has been sold and the profit booked in advance for it, and the year the capital ratio forces a share issue.
Where a lender’s money comes from, and what it actually costs
Two vehicle financiers report the same loan growth and almost the same lending rates, and one of them earns two full percentage points more. Nothing on the asset side explains it. The explanation is on the side of the balance sheet nobody reads.
The same return on equity, arrived at two completely different ways
A vehicle financier and a housing financier both report a return on equity of about 21%. One earns a spread three times the other’s and borrows half as much. The identity that separates them takes two lines, and it decides which of them survives a bad credit year.
The loss that is an assumption, not a measurement
Two lenders, the same book size, the same borrowers, and one reports bad loans of 4.5% while the other reports 3.0% and is better provided against them. Add back one line and the ranking reverses.
The book that is not on the balance sheet
The presentation says assets under management grew 26%. The balance sheet says loans grew 11%. Both are correct, a quarter of the year’s pre-tax profit is the reconciling item, and it is several years of spread on sold loans counted in a single one.
The capital ceiling, and the year it forces a share issue
A lender growing 28% a year while earning 16% on equity is on a countdown it cannot avoid. You can compute the year the announcement comes — and the price at which it comes decides whether the news is good for you or bad.
The contract that spans three years
Reconciling a record order book against orders actually won, the estimate in the denominator that moves a quarter's margin without a rupee of extra work, the three balance sheet lines that hold a contractor's cash while receivable days look fine, why an expected loss is provided in full at once while a gain is not, and the profit that exists only in an arbitration file.
Record orders: inflow, book and what is actually executable
A press release announces the highest ever order inflow and a record order book at 2.4 times revenue. Four numbers reconcile a book, and running them shows the signed book grew by about one per cent.
The percentage that decides the profit
A contractor's margin on one project jumps from 16.7% to 33.3% in a year in which the same ₹160 crore of cost was incurred and not a rupee of extra work was won. The number that moved was an estimate of a cost nobody has yet paid.
Unbilled, retained and advanced: where a contractor's cash sits
Receivable days improve from 74 to 72, ₹1,020 crore disappears into working capital, and operating cash flow comes out negative. The debtors line is the one line in a contractor's working capital that behaved.
The fixed price, and the loss that arrives all at once
A contract half built, and a conclusion that it will finish ₹60 crore under water. Half the work is done, and the whole ₹60 crore goes into this period — which is the exact opposite of how the good news is treated.
Claims, awards and the profit that lives in a court
The notes disclose ₹3,100 crore of claims in arbitration, of which ₹1,400 crore has been recognised in the accounts. One of those figures is upside and the other is profit already reported and not yet collected — and they are almost always read the wrong way round.
The group, and whose numbers they are
Two per cent of one company changing hands and reported revenue rising forty-five per cent; a joint venture with ₹1,800 crore of borrowings that appears as one line, until the year it appears as nothing; the same audited accounts giving a price-to-earnings ratio of either 21 or 33 depending on which of two profit figures you divide by; and a group generating ₹1,000 crore of cash while the entity whose shares you own can distribute a fraction of it.
Forty-nine per cent and fifty-one per cent, reported two different ways
A company pays ₹20 crore for two per cent more of a business it already part-owns. Reported revenue rises forty-five per cent, reported borrowings eighty, and a ₹110 crore gain arrives in a year nothing was sold. Where the accounting boundary sits, why it is drawn on control rather than on a percentage, and what crossing it does to a revenue series you had been reading as one.
The joint venture that is one line, and the year its losses stop appearing
A business with ₹1,400 crore of revenue, ₹1,800 crore of borrowings and a ₹900 crore guarantee behind it, none of which is on any page of the balance sheet you are reading. What the single line holds, the point at which a loss-making venture drops out of the profit statement altogether, and the class of joint arrangement where all of it is on your balance sheet after all.
Whose profit it is, and whose book value
One audited set of accounts, and a stock that is either at 21 times earnings and 3 times book or at 33 times and 4.1 times, depending on which of two figures you divide by. Then the group buys out the minority shareholders: earnings per share rises seventeen per cent, book value per share falls thirty-five, and no business is bought.
A rupee earned two layers down, and what reaches the top
Consolidated cash of ₹1,240 crore, ₹1,000 crore of free cash flow, and a parent that cannot raise its dividend. Where a group's cash physically sits, the four gates it passes on the way up, and the cash-rich subsidiary that is not permitted to distribute a rupee of it.
Five industries, read from the inside
A quarter in which an IT company’s rupee revenue rose eight per cent while the business grew two; an FMCG company growing nine per cent while selling one per cent more; a pharma company whose best factory can stop exporting on a single letter; an automaker whose record month was stock sent to dealers; and a cement company whose whole year turns on ₹200 a tonne of fuel.
An IT services company is priced by the hour: reading one properly
An IT services company’s revenue is people, times hours, times a rate — and nearly every number it reports is a way of watching one of those three. Constant currency growth, utilisation, the employee pyramid, deal wins that become revenue over years, and why a weaker rupee can make a flat quarter look like growth.
Nine per cent growth, one per cent more soap: reading an FMCG company
An FMCG company’s revenue growth is three things added together — how much more it sold, how much it raised prices, and whether customers moved to dearer products. Why volume growth is the number that matters, what shrinking packs at fixed prices do to it, why input costs hit margins with a lag, and how the best of these companies run on their suppliers’ money.
A pharma company is three businesses and a list of factories
An Indian pharma company is usually a branded business at home, a generics business in the US and a raw-material or contract-manufacturing arm — each growing, pricing and failing for different reasons. How price control works in India, why US generic prices fall when competitors arrive, what a first-to-file challenge is worth, and how one inspection letter can stop a factory exporting.
The record month that was stock sent to dealers: reading an automaker
Automakers publish sales every month, but the number they publish is what left their factories for dealers, not what customers bought. How to read wholesale against retail registrations, what dealer inventory tells you, why each vehicle segment follows a different cycle, and why a new emission rule produces a rush of buying and then a lull.
A cement company is read per tonne, and region by region
Cement is heavy, cheap by the kilo and expensive to move, so it is sold in regional markets that can be in opposite cycles. How to read a cement company in rupees per tonne — realisation, fuel, freight and EBITDA — why capacity added in lumps starts price wars, why the monsoon quarter is always weak, and how the industry values capacity by the tonne.
Five more industries, read from the inside
A tariff increase of fifteen per cent that lifts a telecom operator’s operating profit by more than a quarter; a power company whose profit grows because the regulator lets it earn on new equity; a retailer whose 8.5% growth is half new stores; a hospital whose revenue rises fourteen per cent without a single new bed; and a steelmaker whose profit falls by a third when coking coal rises.
Telecom: a monthly bill, a tower and a licence paid for in advance
A telecom operator’s revenue is subscribers times what each pays a month, and almost all its costs are fixed — so a tariff increase flows nearly straight to profit. How to read ARPU, subscriber additions and churn, why spectrum and network capex make the balance sheet the real story, and what the licence fee and adjusted gross revenue have to do with it.
Power: a return the regulator allows, and a plant that must be available
Much of the profit of an Indian power company is not earned in a market at all — it is a return on equity that a regulator allows on approved investment. How cost-plus tariffs work, why availability rather than output decides a regulated plant’s fixed charges, how merchant and renewable power differ, and why a state distribution company’s dues can matter more than any tariff.
Retail and restaurants: old stores, new stores, and the rent in between
A retailer’s growth comes from two very different places — selling more in stores it already has, and opening new ones. How to split the two with same-store sales growth, what revenue per square foot and average daily sales reveal, why a new store takes years to pay back, and how the lease accounting rules changed what EBITDA means in this sector.
Hospitals: sold by the occupied bed, day by day
A hospital’s revenue is beds, times the share of them occupied, times what each occupied bed earns a day. How to read occupancy, ARPOB and length of stay, why the mix of cash, insured and government-scheme patients moves margins, why a new hospital drags on profits for years before it matures, and how hospital chains choose between owning buildings and running them for others.
Steel and metals: the spread between the product and the ore
A steelmaker earns the gap between what steel sells for and what its iron ore and coking coal cost — two prices set largely by global markets and by China. How to read that spread and EBITDA per tonne, why owning iron ore mines matters, why metal companies look cheapest at the top of the cycle, and how aluminium and zinc differ.
A third set of industries, read from the inside
An airline whose profit turns into a loss on a 10% rise in fuel; a refiner whose reported margin includes a gain on crude it merely held; a hotel whose profit rises a quarter on five more points of occupancy; a chemical plant that earns almost nothing in its first year; and an asset manager whose profit falls twice as fast as the market.
Airlines: a few paise between the fare and the fuel
An airline sells seat-kilometres, and its whole profit is the small gap between what it earns and what it spends on each one. How to read capacity, load factor and yield, why fuel and the rupee dominate costs, what aircraft leases do to the balance sheet, and why so many Indian airlines have failed.
Oil refining and marketing: a margin per barrel, and a gain on the crude in the tanks
An oil marketing company earns in two places — the refinery and the fuel pump — and its reported profit mixes both with gains or losses on crude it simply happened to hold. How to read the gross refining margin, why an inventory gain is not a refining profit, what marketing margins on petrol and diesel depend on, and how upstream producers and gas distributors differ.
Hotels: the room that earns nothing if it stays empty tonight
A hotel room unsold tonight can never be sold again, and most of a hotel’s costs are paid whether the room is full or not. How to read occupancy, the average room rate and RevPAR, why a few points of occupancy move profit so much, how owned, leased and managed hotels differ, and what the room supply cycle means for the next few years.
Specialty chemicals: a plant paid for today, earning its return in year three
A chemical company grows by building plants, and each new plant earns little until it is running close to full. How to tell specialty chemicals from commodities, why asset turnover and the ramp-up of new capacity decide returns, how raw material costs pass through with a lag, and what competition from China means for Indian producers.
Asset managers, brokers and exchanges: businesses that live on the market itself
Some listed companies earn their living from the stock market itself: asset managers charge a percentage of the money they manage, brokers and exchanges earn on every trade, and depositories and registrars earn on every account. How each one makes money, why their profits rise and fall faster than the market, and how a single regulatory change can reshape their revenue.
Fundamental Analysis: frequently asked questions
- What is fundamental analysis?
- Fundamental analysis is the study of a company’s financial statements, business model and competitive position to estimate its intrinsic value and compare that with the market price. It draws on the income statement, balance sheet and cash flow statement, on valuation ratios like P/E and ROE, and on discounted cash flow. Where technical analysis asks when to trade, fundamental analysis asks what is worth owning and at what price.
- How do I analyse a stock before buying in India?
- Read the three financial statements for trends in revenue, margins, debt and cash flow; check valuation ratios such as P/E, P/B and ROE against the company’s own history and its peers; look for red flags like rising receivables, promoter pledging or profits that never turn into cash; and only then form a view on price versus value. This track teaches each of those steps with worked examples on real Indian companies.
- What is a good P/E ratio?
- There is no universal number — a "good" P/E depends on the company’s growth, the stability of its earnings and its sector. A fast-growing, high-return business can be reasonable at a P/E of 40 while a slow, cyclical one is expensive at 15. Compare a P/E with the company’s own history and its peers, and always ask why it is high or low rather than treating a low number as automatically cheap.
- Which is better for long-term investing, fundamental or technical analysis?
- For long-term investing, fundamental analysis matters more, because over years a share tends to track the value the underlying business creates rather than short-term chart moves. Technical analysis still helps with timing an entry or an exit, but it is a supporting tool over long horizons rather than the basis of the decision.