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Equity Research Analyst · CoreTrack
1Financial Accounting, Reporting & Analysis
iAccounting System and Standards
Financial AccountingDebits and CreditsAccrual and Cash AccountingAccounting Policies, Estimates and…The Matching PrincipleDouble-Entry AccountingGoing ConcernInd AS and IFRSWhy Two Honest Companies…
iiFinancial Statement Architecture
The Three Financial StatementsConsolidated Financial StatementsStandalone and Consolidated Statements…How to Read a…How to Perform Trend…Which Accounting Rules Apply…
iiiIncome Statement, Profitability and Tax
The Income StatementRevenue vs Income vs ProfitHow to Read an Income StatementThe Profit LadderEBITDA and EBIT Compared,…EBIT vs EBT vs PATOperating ExpenditureTax-Loss CarryforwardWhy a Company's Effective…Deferred TaxDiluted EPSEffective Tax Rate
ivBalance Sheet and Capital Employed
The Balance SheetAsset TypesCapital EmployedReturn on Capital EmployedLiabilitiesBook ValueRetained EarningsOff-Balance-Sheet FinancingHow to Read a Balance SheetTangible Net Worth
vCash Flow and Liquidity
The Cash Flow StatementOperating, Investing and Financing…Operating Cash FlowProfit vs Cash FlowCash Flow From Operations vs EBITDARevenue Growth vs Operating Cash FlowHow to Read a Cash Flow StatementHow to Reconcile Cash…
viRevenue, Receivables and Working Capital
The Working Capital CycleThe Working Capital CycleReturn on Invested CapitalHow Working Capital Affects Cash FlowAccrued and Deferred RevenueRevenueHow to Analyse Revenue QualityAccounts PayableAccounts ReceivableExpected Credit Loss
viiInventory, Cost Accounting and Margins
Cost AbsorptionInventoryCost of Goods SoldFIFO vs Weighted Average CostAmortised Cost vs Fair ValueInventory Write-DownsMargin AnalysisContribution MarginOperating LeverageGross Profit vs Gross MarginHow to Analyse Profit MarginsHow to Interpret Operating…
viiiFixed Assets, Leases and Intangibles
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ixDebt, Equity and Financial Instruments
Equity on the Balance SheetDebt TypesNet Debt and LeverageDebt vs Equity Accounting ClassificationHow to Analyse Debt…Convertible BondsInterest in the AccountsShare CapitalShare DilutionHybrid Instruments
xConsolidation and Business Combinations
ControlSubsidiaryGoodwillAssociate CompanyJoint Venture vs Associate…Intercompany EliminationsThe Equity MethodHow to Analyse Group…
xiCash, Investments and Financial Assets
Cash and Cash EquivalentsHow to Analyse Cash…The Fair Value HierarchyHow to Interpret a…Financial Asset ClassificationMarketable Securities and Short-Term Investments
xiiFinancial Ratios and Performance Diagnostics
Return on CapitalDuPont AnalysisHow to Perform Common-Size AnalysisDebt to EquityLiquidity RatiosLeverage and Coverage RatiosReturn on Equity and the DuPont DecompositionWhich Financial Ratios Matter…
xiiiEarnings Quality, Red Flags and Forensics
Earnings QualityHow to Prepare for…Channel StuffingEarnings ManagementHow to Analyse Related-Party…How to Spot Accounting…Why Frequent Exceptional Items…What an Auditor Change…
xivAnnual Reports, Notes and Disclosure Reading
Notes to the AccountsManagement Discussion and AnalysisSegment ReportingShareholding PatternPro Forma FinancialsAnnual Report vs Investor…How to Read an Annual Report
xvAudit, Assurance and Reporting Reliability
The Statutory Audit and the AuditorAudit MaterialityEmphasis of MatterFinancial RestatementInternal AuditLimited ReviewKey Audit MattersInternal Controls Over Financial ReportingThe Audit OpinionAuditor Independence
2Business, Industry & Company Analysis
iBusiness Fundamentals and Models
The Business EcosystemThe Business ModelStakeholdersThe Business Life CyclePlatform BusinessesHow to Build a…The Value NetworkMonetisationUnit EconomicsThe Profit PoolTake RateB2B vs B2C
iiRevenue and Pricing
The Revenue ModelRevenue Growth vs Monetisation…Pricing PowerRecurring RevenueAverage Revenue Per UserARPU vs Average Order ValuePrice DiscriminationGross Margin vs Contribution MarginFixed Costs vs Variable Costs
iiiOperating Model and Supply Chain
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ivCustomers and Brands
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viIndustry Structure and Sector Behaviour
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viiMarket Size and Addressable Market
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viiiInnovation and Technology Shift
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ixCorporate and Business Strategy
Corporate and Business Strategy ComparedHow to Build Business…How Execution Risk Can…Organic and Inorganic Growth ComparedGrowth Investment vs Capital ReturnOrganisation Design and TransformationHorizontal vs Conglomerate DiversificationCentralised vs Decentralised OrganisationCompany Research vs Investment ResearchHow to Separate Facts,…
xManagement and Governance Quality
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xiStrategic and Business Risk
Business RiskPlatform vs Pipeline BusinessAsset-Light vs Asset-Heavy vs…Commodity vs Branded BusinessHow to Write a…The Business Risk RegisterStrategy in PracticeStrategic Risk vs Financial RiskHow to Evaluate a…How to Build a…
xiiBusiness Research Method
Business AnalysisCompany Filings as a Research SourceCompetitor MappingThe Variant ViewPrimary ResearchPrimary vs Secondary Research
3Corporate Finance & Valuation
iCorporate Finance Fundamentals
Corporate FinanceCorporate Finance vs AccountingAgency CostsThe Financial ObjectiveThe Financing DecisionThe Investment DecisionProfit Maximisation vs Value…How Capital Allocation Affects…
iiTime Value of Money
Time Value of MoneyTime Value of MoneyCompoundingNominal and Effective Annual RatesThe Discount RateNominal vs Real Discount RateAnnuity vs Perpetuity
iiiCash Flow and Value Drivers
ReinvestmentReinvestment RateRevenue GrowthRevenue Growth vs ReinvestmentReturns in Corporate FinanceValue DriversOperating MarginEconomic ProfitFCFF vs FCFEHow to Normalise Earnings…
ivCost of Capital
The Cost of CapitalCost of CapitalSunk Cost vs Opportunity CostHow to Estimate a…Levered and Unlevered BetaCountry Risk PremiumEquity Risk PremiumThe Risk-Free Rate
vCapital Structure
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viCapital Budgeting
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viiWorking Capital Finance
Capital RationingWorking Capital FinancingExcess CashCash ManagementShort-Term Financing
viiiPayout Policy
Payout PolicyPayout and Return of CapitalDividendsDividend Yield vs Payout RatioSignallingShare BuybacksDividend vs Buyback
ixValuation Fundamentals
ValuationValuation RangeFCFF vs FCFE ValuationSOTP vs Consolidated ValuationHow to Build a DCF ValuationHow to Build a…How to Build a…Firm Value and Equity ValueReplacement CostShareholder ValueEnterprise-to-Equity Value BridgeSum-of-the-PartsEnterprise Value vs Equity ValueValue vs PriceAsset Value vs Earnings ValueBook Value vs Adjusted Book ValueLiquidation Value vs Going-Concern…
xDiscounted Cash Flow
Discounted Cash FlowTerminal ValueNormalisationThe Forecast HorizonIncremental Cash FlowFree Cash Flow to FirmDiscounted Cash FlowBase Case vs Bull Case vs Bear CaseTwo-Stage vs Three-Stage DCFForward vs Historical FinancialsOperating vs Non-Operating AssetHow to Forecast Free Cash FlowHow to Audit a DCF Model
xiRelative Valuation
Relative ValuationDCF vs Relative ValuationConglomerate DiscountComparable Company AnalysisHow to Select Comparable CompaniesTrading MultiplesTrading Multiples
xiiTransaction Valuation
Transaction ValueDeal Value vs Enterprise ValueSources and UsesAccretion and DilutionHow to Analyse Accretion…Leveraged BuyoutManagement RolloverMinority Interest in ValuationControl Premium vs Minority DiscountPrecedent TransactionsLBO ReturnsTrading Comps vs Precedent TransactionsStrategic Buyer vs Financial BuyerHow to Build an…
xiiiValuation Discipline
Decision Rules in ValuationHow Valuation Ranges Improve…Implied AssumptionsImplied GrowthBase, Bull and BearScenario vs Sensitivity AnalysisMargin of SafetyHow to Check Discount…
4Public Equities & Securities Analysis
iEquity Research Fundamentals
Equity ResearchHow to write an…How to build an…SecuritiesCommon StockSecurity AnalysisEquity vs Debt SecurityEquity Research vs Security AnalysisThe ShareholderPreferred StockHow Market Price, Value…
iiEquity Markets and Listings
The Public CompanyPublic vs Private CompanyHow Listing Changes a…BuybackBuyback vs Rights IssueFollow-On OfferingIPO vs Follow-on OfferingThe Primary MarketThe Secondary MarketBonus Issue vs Stock SplitHow to read an…How Corporate Actions Affect…
iiiMarket Data and Liquidity
Market PriceFair Value vs Market PriceHow to Read Equity…How Liquidity Affects Equity…Volume, Delivery Volume and TurnoverMarket Capitalisation, Free Float…Market Capitalisation and Free FloatShare PricePrice Return and Total ReturnVolume Growth vs Price GrowthPrice Return vs Total ReturnHow to Analyse Share…Market DepthVolatility in Equity MarketsLiquidity vs VolatilityThe IndexTrading ActivityLarge, Mid and Small…
ivSector Research
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vEarnings Analysis
GuidanceHow to Read Management…The Revenue BuildConsensusDriver-Based ForecastingThe Forecast ModelGuidance, Forecast, Estimate and ResultThe Margin BuildHow to Read an…How to Find and…How Business Drivers Travel…
viQuality of Earnings
Quality of EarningsRevenue Growth vs Earnings GrowthRecurring vs Non-Recurring EarningsReading an Earnings Release,…How to Read an…One-Off ItemsAdjusted EBITDAReported vs Adjusted EarningsEBITDA vs Free Cash FlowDisclosure QualityEarnings Quality Checks You…Accounting Red Flags
viiValuation Application
The Target a Share…Implied ExpectationsUpsideDownsideThe MultipleThesis DisciplineDiscounted Cash Flow and MultiplesThesis Risk and Valuation RiskHow Valuation Ranges Inform…
viiiResearch Thesis and Models
The Investment ThesisModel AssumptionsHow to build an…Thesis DriversFact vs ThesisCatalysts and the Expectation GapDisconfirming EvidenceTime HorizonVariant PerceptionRe-RatingScenario vs SensitivityConfidence vs CertaintyHow Estimate Revisions Can…
ixCorporate Events
Corporate Events and ActionsCorporate Event vs Research CatalystMergers From a Research PerspectiveEvent RiskAcquisitions From a Research PerspectiveOrganic vs Acquisition-Led GrowthManagement ChangeCapital RaisesCorporate Action Adjustment
xGovernance and Disclosure
Material DisclosureDisclosure vs DisclaimerInsider TransactionsPromoter HoldingGovernance SignalsBoard Independence vs Management…
xiResearch Discipline and Cases
Research CoverageResearch OutputResearch Note vs Research ReportHow to Run an…How Research Post-Mortems Improve…The Peer GroupPeer Group vs Coverage UniverseThe Recommendation in Sell-Side ResearchFact Checking ResearchFact vs Opinion in ResearchThe Quarterly ResultResearch Independence

Implied Expectations: What the Current Price Already Assumes

Implied expectations are what a quoted price already assumes, found by running the arithmetic backwards rather than forwards. At Rs 486/- against published earnings per share of Rs 11.58/-, Sarvani Coatings Limited sits at 42.0 times. With a required return and a rating at the end of a horizon both fixed by the analyst, that 42.0 times resolves into a growth rate the price is carrying rather than one anybody forecast.

Three things are settled before this material begins. Valuation method sits below it: how a discounted cash flowA method that values a business from the cash it is expected to throw off in future periods, discounted back. Assembled in the valuation method material and only pointed at here. is assembled, how a discount rate is chosen and how a comparable set is built are all named below rather than taught again. The market data sequence settled that a quoted price is an observation rather than a judgement, and settled the share count, the market valueThe quoted price multiplied by the number of shares in issue. Built and defined in the market data sequence. and the published multiples that go with it. No single figure for what a share is worth appears anywhere in what follows, and that absence is the reason the arithmetic runs backwards rather than forwards.

What are implied expectations, and what is the object being studied?

Consider a street where two tea stalls are for sale. The two stalls look the same. Both have the same frontage, the same two burners, the same crowd at eight in the morning. One is being sold for Rs 6,00,000/- and the other for Rs 2,00,000/-. Nothing has yet been learned about either business, and something enormous is already known: somebody, somewhere, expects the first stall to do roughly three times as much for its next owner as the second one will. The expectation is not written on a board. The expectation sits inside the asking price, and it got there without anybody publishing a forecast.

Implied expectations are that hidden content, made visible. Implied expectations are the set of outcomes that would have to occur for the visible price to satisfy a return the analyst has decided is needed. Not a forecast. Nobody is predicting anything. Not a consensusThe aggregate of the separate estimates several analysts have published for the same issuer. How estimates aggregate is covered in its own sequence., because nobody was polled. Not an opinion. No judgement has been passed on whether the outcome is likely.

The object of study here is the price, not the business, and that single switch is what separates this work from forecasting altogether. A forecaster looks at Sarvani Coatings Limited and asks what it will earn. A reader working implied expectations looks at Rs 486/- and asks what that number is carrying. The company has not moved. Only the thing being examined has.

FOUR STEPS, AND ONLY ONE OF THEM WAS OBSERVED STEP ONE the quoted price Rs 486/- nobody guessed this STEP TWO compound it at the return required Rs 856.50/- 12 per cent, five years STEP THREE divide by the rating assumed at the end Rs 34.26/- 25 times, assumed STEP FOUR set it against today at Rs 11.5833/- 24.2 pc a year the output, over five years FROM THE MARKET SUPPLIED BY THE READER, AND NEITHER ONE CAN BE OBSERVED FROM THE ACCOUNTS Two of the four inputs came from outside the reader, and two came from inside the reader. A change in either red step moves the 24.2 per cent with it, which is the whole caution here. All market figures here are invented and illustrative, stated as at one date.
The backward build has four steps, the price is the only one nobody had to guess, and the two middle steps are supplied by the reader rather than observed anywhere.
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Why is the arithmetic run backwards rather than forwards?

The same move appears in a completely different setting. Somebody sitting an examination with three papers already marked does not sit down and predict the fourth. The candidate asks a backward question instead: what mark is needed in the last paper to finish at seventy five per cent overall? The backward question has a clean answer, and the answer is a requirement rather than a prediction. Whether the requirement is achievable is a separate conversation, held afterwards, with different evidence.

The forward version of valuation work starts with assumptions about revenue, margin and cash, runs them through a method settled elsewhere, and produces a value. The value then has to be set against the price, and the comparison is where a target, a rating or a recommendation arrives. The backward version starts from the price, adds two named assumptions, and produces a required rate.

The backward build cannot produce a value at all, and that structural fact is both the reason it is safe to teach and the reason it is useful. There is no line anywhere in the four steps where a figure appears that a reader could mistake for what the shares are worth. Rs 856.50/- is not a target: it is what Rs 486/- becomes at 12 per cent over five years, and it would be exactly the same number if the business were a bicycle shop. Rs 34.26/- is not a forecast: it is Rs 856.50/- divided by a chosen rating. The only output is a growth rate, and a growth rate is a thing that can be argued with using evidence.

TWO DIRECTIONS THROUGH THE SAME MATERIAL WORKING FORWARDS Start with assumptions about revenue, margin and cash. Run them through a method settled below this material. Arrive at a value. Set that value against the price. A FIGURE FOR WHAT IT IS WORTH this platform never produces one The output is a number to act on. WORKING BACKWARDS Start with the price, the one figure nobody had to guess. Add two assumptions and print both of them as the reader's own. Arrive at a required rate. Set that rate against the record. 24.2 PER CENT A YEAR for five years, under two stated inputs The output is a claim to test. No step on the right hand side produces a value, which is why no step on it can be mistaken for one.
A forward build ends in a value that has to be set against a price, and a backward build ends in a required growth rate and produces no value anywhere in its four steps.
Try it out

Which input moves the answer more, the required return or the rating assumed at the end?

Which two inputs must be supplied, and why can neither of them be observed?

Everything in the four steps came from somewhere public except two numbers, and those two belong to whoever runs the arithmetic. Naming those two numbers plainly is the point. An account that slides them past a reader has done the one thing the whole method exists to avoid.

The first is a required return. Twelve per cent a year, in the worked instance. The required return is a preference. The figure is what the analyst has decided is needed before the money would be better placed elsewhere, and it belongs to the same shelf as the interest rate at which a saver stops putting cash in a deposit and starts looking elsewhere. Nobody can go and measure the required return. The figure sits nowhere outside the head that holds it. Two readers with identical information and different temperaments will hold two different values, and both are correct.

The second is a rating applied at the end of the horizon. Twenty five times, in the worked instance. The second input is stranger and worth sitting with. A rating assumed at the end is not an assumption about the business at all. The rating is a guess about how other people will price the same earnings in five years. The guess is about a crowd that does not yet exist, made with no evidence about them, and the number that comes out the other end depends on it more heavily than on anything else in the calculation.

Neither input can be observed, changing either one changes the answer, and an account that presents the output without printing both alongside it has presented an opinion in the clothes of arithmetic.

The inputWhat kind of thing it isWhere it would be observed
The required return, 12 per cent a yearA preference. The analyst has decided how much is needed from the money.Nowhere. The required return is not a quantity that sits outside the person holding it.
The rating at the end, 25 times in five yearsA guess about how other readers will price the same earnings later.Nowhere. The crowd that would set it has not formed yet.
The quoted price, Rs 486/- on the stated dateAn observation. Settled in the market data sequence.The exchange, on the day, and it is the only line here that can be looked up.
THE SAME OUTPUT, PUBLISHED TWO WAYS WITH ITS INPUTS ATTACHED 24.2 per cent a year ASSUMED BY THE READER a required return of 12 per cent ASSUMED BY THE READER a rating of 25 times in five years WITH ITS INPUTS STRIPPED OFF 24.2 per cent a year what the market expects Nobody in the market supplied either of the two missing lines. There is now nothing to test, because there is no claim left. The number in the two white boxes is identical. Only one of the two panels can be argued with.
A required growth rate published with its two reader assumptions attached is a claim anybody can test, and the same figure published without them is untestable.
Try it out

A required growth figure arrives with no other numbers beside it. What must be asked for?

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What does the arithmetic actually produce, and how is it stated?

One growth rate, over one stated horizon, conditional on two stated inputs. One growth rate is the whole output. The sentence is where the conditions either survive or quietly fall off, so getting the sentence right is most of the discipline.

The form is fixed: at this price, and if I require this return and assume this rating at the end, then earnings have to compound at this rate for this many years. Five parts, in that order, every time. The price first because it is the only observation. The two assumptions next because they are the fragile part. The rate last because it is the consequence and not the input.

Run the form on the case record and it reads: at Rs 486/- on the stated date, and if I require 12 per cent a year and assume 25 times in five years, then earnings per share have to compoundA rate applied to last year's figure rather than to the starting one, so five years multiply together instead of adding up. at 24.2 per cent a year for five years. Notice what is absent. No adjective. No verdict. No figure that could be read as what the shares are worth.

One point of housekeeping about the starting figure. The choice of figure matters more than it looks. The record publishes earnings per shareThe published profit for a year divided by the shares in issue. How a corporate action restates it was settled in the listings sequence. for year three as Rs 11.58/-, and that is a rounded figure. Profit after tax of Rs 278 crore on 24.00 crore shares is Rs 11.5833/-. The arithmetic here starts from the unrounded Rs 11.5833/-, and the multiple is 41.96 times rather than the 41.97 times the rounded figure gives. Both round to 42.0 times, and the required growth is 24.2 per cent on either route, so the choice changes no answer below. The starting figure is stated anyway. A reader who cannot see which figure went in cannot reproduce the one that came out.

Try it out

Which of these is the output stated correctly?

How Market Expectations Affect Equity Research: what changes once a price is read this way?

Reading a price as an expectation already formed is the single most useful idea in the whole subject area. Once a price is understood as an expectation somebody has already formed, the research question changes shape entirely.

The research question stops being: is this a good business? The question becomes: does this business do better or worse than what the price already contains? The two questions are not the same and they do not have the same answer. A reader who has only ever asked the first one has been grading companies. A reader asking the second is doing research.

The everyday version is the one everybody has already lived. Two job offers arrive. One pays more. The instinct is to rank them by salary, and the instinct is wrong. The higher one may be at a place that expects sixty hours a week and the lower one at a place that expects forty. Ranking by salary alone compares the numbers and ignores what each number was already assuming about the person taking it. Ranking shares by quality alone is exactly the same error.

A strong business at a price containing more than it can deliver and an ordinary business at a price containing almost nothing are the same kind of finding, and a reader who sorts by quality alone will never see either of them. An analyst can therefore write a note describing a company admiringly over four printed sides and still conclude the price is asking for something the record cannot support. There is no contradiction in that note. The admiration and the arithmetic are answering different questions.

THE QUESTION RESEARCH ACTUALLY ASKS THE PRICE CONTAINS MORE THAN IT CAN DELIVER THE PRICE CONTAINS ALMOST NOTHING A STRONG BUSINESS the one everybody admires A FINDING good, and asked for more than it has ever produced NOT A FINDING YET agreeable, and nothing here is in tension with anything AN ORDINARY BUSINESS the one nobody writes about NOT A FINDING YET ordinary, and asked to be something it has never been A FINDING unremarkable, and asked for almost nothing at all The two marked cells are the same kind of finding, and neither is visible to a reader sorting by quality.
Once the price is read as an expectation already formed, a strong business asked for too much and an ordinary one asked for almost nothing become the same kind of research finding.
Try it out

Two companies. One is excellent and richly priced, one is ordinary and cheaply priced. Which is the better research finding?

What is the answer tested against, and how is a growth rate made checkable?

Here is where most readers stop, and here is where the work actually starts. Nothing in the earlier sequences was ever measured in that unit, so a required earnings growth rate of 24.2 per cent a year is not yet a thing that can be argued with. A compound earnings rate cannot be checked against a filing. The rate has to be converted into things that were measured: revenue, net marginProfit after tax read as a share of revenue for the same period. The ladder that produces it was built in the accounting material. and share of the field.

The shop version is immediate. A tea stall is on sale at a price that only makes sense if its takings double. As a sentence that is unarguable, so it gets converted: takings twice the present size, at the same price per cup, is roughly a hundred and eighty more cups a day, every day. Now it is arguable. Somebody can stand on the pavement at eight in the morning and count.

Do the same thing with Rs 486/-. Required earnings per share in year five is Rs 34.26/-. On 24.00 crore shares that is profit after taxThe bottom rung of the published ladder, read after every cost and after the tax charge. Built and defined in the accounting material. of about Rs 822 crore, against Rs 278 crore in year three and Rs 197 crore in year two. Hold the year three net margin of 11.5 per cent exactly where it is, and revenue has to reach about Rs 7,143 crore against Rs 2,415 crore in year three. Revenue then compounds at the same 24.2 per cent a year for five years.

The conversion is the step that turns a rate into a claim, and a required growth rate nobody has converted has not been tested by anybody, including the person who published it.

THE SAME REQUIREMENT, WRITTEN IN FOUR UNITS THE RECORD ACTUALLY MEASURES PUBLISHED, YEAR THREE REQUIRED, YEAR FIVE FROM NOW EARNINGS PER SHARE on 24.00 crore shares Rs 11.5833/- Rs 34.26/- PROFIT AFTER TAX the published ladder Rs 278 crore about Rs 822 crore REVENUE holding net margin at 11.5 pc Rs 2,415 crore about Rs 7,143 crore SHARE OF THE FIELD the field grows 11.0 pc a year 5.00 per cent about 8.78 per cent Only the bottom row can be checked against something the record already measured, and that is the row that bites.
Required earnings per share of Rs 34.26/- is profit after tax of about Rs 822 crore, which at the year three net margin of 11.5 per cent is revenue of about Rs 7,143 crore against Rs 2,415 crore.
Try it out

Required earnings growth of 24.2 per cent a year with the net margin held where it is. What does that mean for revenue?

Now set that revenue against the field it has to come out of, because revenue does not grow in a vacuum. The whole field was Rs 48,300 crore in year three and grows at 11.0 per cent, so in five years it reaches about Rs 81,388 crore. Sarvani Coatings at about Rs 7,143 crore would then hold about 8.78 per cent of it, against 5.00 per cent in year three. The move is a gain of about 3.78 percentage points across five years, or about 0.76 points a year.

Set 0.76 against 0.13. The record measured that share gain over the one year from year two to year three. The price is asking for roughly six times the only share gain anybody has measured, and asking for it in every one of the next five years rather than once. That sentence is a finding. The finding is not a verdict, and the difference is that the sentence names what the record says and stops.

Try it out

If revenue has to reach about Rs 7,143 crore in five years, what happens to the share of a field growing at 11.0 per cent?

Holding the margin is only one route through, and a reader who stops there has tested one path out of many. Take the other extreme. Let Sarvani Coatings grow exactly with the field at 11.0 per cent and hold its share of it at 5.00 per cent. Revenue then reaches about Rs 4,069 crore in five years, and the required profit of about Rs 822 crore now needs a net margin of about 20.2 per cent, against 11.5 per cent in year three. Split the difference and repeat last year's revenue growth of 13.9 per cent five times over, reaching about Rs 4,630 crore, and the net margin still has to reach about 17.8 per cent.

Every one of those combinations reaches the same required profit. The combinations sit on one curve, and the curve is the honest picture. The price is not asking for revenue or for margin. The price is asking for a product of the two, and the reader gets to choose where on the curve to argue.

EVERY PAIR THAT REACHES THE SAME REQUIRED PROFIT OF ABOUT Rs 822 CRORE Horizontal: revenue compounding for five years. Vertical: the net margin that pair then needs. 5 10 15 20 25 30 REVENUE GROWTH, PER CENT A YEAR FOR FIVE YEARS 0 5 10 15 20 25 30 NET MARGIN, PER CENT 11.0 and 20.2 grow with the field 13.9 and 17.8 repeat last year five times 24.2 and 11.5 hold the margin exactly WHERE THE RECORD SITS revenue up 13.9 pc, net margin 11.5 pc both measured over year two to year three Every point on the line reaches the same profit. The red point is the only pair the record has actually delivered.
Revenue growth of 13.9 per cent needs a net margin near 17.8 per cent, growth of 11.0 per cent needs about 20.2 per cent, and holding the year three margin of 11.5 per cent needs revenue growth of 24.2 per cent.

How fragile is the answer, and which input carries the fragility?

Take the required return across a wide range, 8 per cent at one end and 14 per cent at the other, with the rating pinned at 25 times. The smallest answer on that sweep is 19.8 per cent and the largest is 26.4 per cent, so the entire required return range is worth 6.6 points. Now pin the return at 12 per cent and sweep the rating instead, 15 times at one end and 35 times at the other. The answer bottoms out at 16.1 per cent, tops out at 37.6 per cent, and the rating range is worth 21.5 points.

The rating range moves the answer 3.3 times as much, and the rating is the input nobody can defend with evidence. The reason is plain once it is set out. The rating divides the terminal figure directly and in full. The required return only compounds a starting number that is itself much smaller.

A price whose implied expectation swings violently on the rating assumption is not a defect in the method but a finding about the price. Such a price is mostly a bet on how other people will price the same earnings later. That is a legitimate thing to bet on and a great many people do. Betting on the crowd is simply not the same activity as forming a view about a business, and the arithmetic is what tells the two apart.

HOW FAR EACH INPUT MOVES THE ANSWER, DRAWN ON ONE SCALE MOVING THE RATING FROM 15 TIMES TO 35 TIMES 16.1 pc at 35 times 37.6 pc at 15 times MOVING THE REQUIRED RETURN FROM 8 TO 14 PER CENT 19.8 pc at 8 per cent 26.4 pc at 14 per cent the worked default, 24.2 pc 0 10 20 30 40 21.5 points against 6.6 points, so the input with no evidence behind it carries 3.3 times the swing.
Small movements in the rating assumed at the end move the required growth far more than movements in the required return, by a factor of 3.3 across the ranges drawn here.

The whole ladder sits here in print. Each row holds Rs 486/- and the 12 per cent required return still, and moves only the rating assumed five years out. The right hand column carries the same requirement through to the field, holding the year three net margin of 11.5 per cent.

The rating assumed in five yearsRequired earnings growth, a yearShare of the field then, against 5.00 per cent in year three
15 times37.6 per cent14.63 per cent
20 times29.9 per cent10.97 per cent
25 times, the worked instance24.2 per cent8.78 per cent
30 times19.8 per cent7.31 per cent
35 times16.1 per cent6.27 per cent

The bottom row is the one that matters. Even at 35 times, the most generous rating available on the control, the price still asks the share of the field to reach about 6.27 per cent from 5.00 per cent, or about 0.25 points a year against the 0.13 points measured over one year. The finding survives the whole range rather than depending on the default, and that is worth more than the default itself.

Play with it

Move the rating. Watch what the price starts asking of the field.

Rs 486/-, a required return of 12 per cent and a five year horizon are all held still. The compounded figure stays at Rs 856.50/- at every setting. One control moves, and it is the rating assumed for what other readers will apply five years from now, anywhere from 15 times to 35 times. The top bar is the earnings growth the price then requires. The three vertical marks never move and are not opinions: they are what the record measured over the one year from year two to year three, plus the growth rate stated for the whole field. Underneath, the same setting is converted into the share of the field that revenue would have to hold, with the year three net margin of 11.5 per cent held throughout. The default is 25 times, and it reproduces the worked instance exactly at 24.2 per cent.

The rating assumed at the end of five years
15 times25 times assumed35 times
THE EARNINGS GROWTH THE PRICE REQUIRES, AGAINST WHAT THE RECORD MEASURED volume up 6.0 pc, last year the field growing at 11.0 pc revenue up 13.9 pc, last year 24.2 pc 0 10 20 30 40 At this setting the bar stands 10.3 points above the tallest mark on the scale. AND WHAT THAT ASKS OF THE SHARE OF THE FIELD, AT THE YEAR THREE MARGIN 5.00 pc, year three 8.78 pc required 0 4 8 12 16 Share of the field, per cent. No price per share appears anywhere on this panel.
The rating assumed
25 times
Required earnings growth
24.2 pc
Revenue in five years
Rs 7,143 cr
Share of the field then
8.78 pc

At 25 times assumed five years out, with the required return held at 12 per cent, the price of Rs 486/- carries required earnings growth of 24.2 per cent a year for five years. That sits above all three marks the record actually measured. Holding the year three net margin of 11.5 per cent, it asks revenue to reach about Rs 7,143 crore and the share of the field to move from 5.00 per cent to about 8.78 per cent, a gain of about 0.76 points every year for five years against the 0.13 points measured last year.

Educational illustration. Rs 486/- is illustrative and stands for one stated date. The 12 per cent required return and whichever rating the control is sitting on are a reader's own assumptions and are nobody's estimate of anything. The output is a required growth rate and a required share of a field, and at no setting is it a price per share, a value, a rating on this issuer or a view on whether the requirement is reasonable.
Try it out

Sarvani Coatings grew profit after tax 41.1 per cent from year two to year three. Does that clear the required 24.2 per cent comfortably?

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What does the whole thing produce, run once on the case record?

Every row below uses only the published ladder, the illustrative market figures and the size of the field. Each row worked through by hand lands where the table lands. Every market row stands for one stated date.

RowWhat is being computedResult
1The quoted price, observed, on the stated dateRs 486/-
2Row 1 on 24.00 crore shares, the market valueRs 11,664 crore
3Year three profit after tax on the same share count, unroundedRs 11.5833/-
4Row 1 over row 3, the multiple, recomputed rather than quoted41.96 times
5Row 1 compounded five years at a required return of 12 per cent, assumedRs 856.50/-
6Row 5 divided by a rating of 25 times in five years, assumedRs 34.26/-
7Row 6 over row 3, taken to the power of one fifth, less one24.2 per cent
8Row 6 on 24.00 crore shares, the profit after tax required in year fiveRs 822 crore
9Row 8 at the year three net margin of 11.5 per cent, the revenue requiredRs 7,143 crore
10The whole field in five years, from Rs 48,300 crore at 11.0 per centRs 81,388 crore
11Row 9 over row 10, the share of the field required8.78 per cent
12Row 11 less the 5.00 per cent held in year three, spread over five years0.76 points a year

Row 12 is where the arithmetic stops being about a price and starts being about something a reader can go and check, and it is the only row in the table that touches evidence anybody has actually gathered. The record measured a share gain of 0.13 points over the one year from year two to year three. Row 12 asks for 0.76 points, and asks for it five times in a row.

Write the closing sentence in full and then stop inside it. At Rs 486/- on the stated date, requiring 12 per cent a year and assuming 25 times in five years, the price carries an expectation of roughly 24 per cent compound earnings growth for five years. Set against the record, that requires a share gain of about 0.76 points a year where 0.13 points was measured, and it rests on a 3.0 point gross margin gain over year one to year three whose durability the earlier sequences narrowed and did not settle. The closing sentence names the tension and ends.

The failure: calling the analyst's own two assumptions the market's expectation

A reader runs the arithmetic, reaches 24.2 per cent, and writes that the market expects 24.2 per cent earnings growth. Then they argue with the market about it, sometimes at length and sometimes in print.

Nobody in the market supplied that figure. The 24.2 per cent is the output of two numbers the reader chose: 12 per cent and 25 times. Take a second reader looking at the same unchanged Rs 486/-, who requires 8 per cent because their alternatives are poor and assumes 35 times because that is where the field has traded in their memory. The second reader reaches 12.0 per cent. Same price, same published earnings, same issuer, and a figure half the size. At no point did either reader observe anybody else's assumptions, so neither has learned one thing about what anybody else assumes.

The cost is worse than an error. The wrong label makes the finding unfalsifiable. A number described as the market's expectation was never about the business, so evidence about the business cannot disturb it. No market observation went into the number either, so evidence about the market cannot disturb it. The number sits there, immune, and the reader mistakes that immunity for strength.

The fix is mechanical and it is a habit rather than a technique. The two inputs are printed in the same sentence as the output, every single time, with the word assumed attached to each of them. If the sentence is too long, the sentence is too long. The sentence does not get shorter by dropping the part that makes it testable.

The ladder alone shows what the price already implies. See the case record worked.

What does the output look like when it is written down?

One sentence, and it has a hard edge on the right hand side. The sentence names the price, the two assumptions, the horizon and the required rate, then names the tension with the record, and then it is over.

The next clause is the tempting one. Whether the expectation is reasonable. Whether a maker at 5.00 per cent of a field can plausibly reach 8.78 per cent of it in five years. The clause is where the arithmetic ends and an opinion starts, and the opinion is neither forbidden nor worthless. An opinion is a different object, reached by different means, carrying different obligations, and running the two together in one sentence hides which half is which.

The sentence stops at the tension, because everything to the left of that point is reproducible by anybody with the same two assumptions and everything to the right of it is not.

THE WHOLE DELIVERABLE, AND THE CLAUSE THAT IS NOT PART OF IT At Rs 486/- on the stated date, requiring 12 per cent a year and assuming 25 times in five years, the price carries roughly 24 per cent compound earnings growth for five years. That asks the share of the field to rise about 0.76 points a year where 0.13 points was measured last year, on a gross margin gain the earlier sequences narrowed and did not settle. FULL STOP and that expectation looks demanding, so the shares appear richly rated this clause is an opinion, it is reached by other means, and it is not on this platform Everything in the green card can be reproduced by anybody holding the same two assumptions.
The written output names the price, both assumptions, the horizon, the required rate and the tension with the record, and stops before any clause about whether the expectation is reasonable.
Try it out

Where does the sentence stop?

Who actually reads a price this way, and what they do next

An analyst uses the backward build to choose the subject of the note. Running the backward build early reveals which assumption the price is most exposed to, and that assumption becomes the subject of the work. On this record the exposure is the rating at the end, so the useful note is about durability and about the field, not about next quarter.

An investor holding the shares uses it as a monitoring instrument rather than a buying one. Rerunning the same four steps each time the price moves carries the required growth along with it. An investor watches not the price, already visible, but how much the price is asking for, and that second figure is visible nowhere.

A household does exactly this without naming it, every time it looks at a flat. The asking price divided by the rent it would fetch is the same shape of arithmetic, and asking what rent would have to become for that price to make sense is the same backward build with different units. All three uses share one habit: the observed number is the starting point rather than the conclusion, and the assumptions that turn it into a requirement are said out loud.

And one use that is not legitimate, named because it is common. Running the build, disliking the answer, and then quietly moving the rating until the answer becomes comfortable. The rating is an assumption, so it can be moved. The rating cannot be moved after seeing the output and still be described as an assumption.

Jurisdiction

Why the arithmetic above needs no rulebook, and where the one rulebook it touches actually lives

Compounding a figure forward and dividing it by a chosen multiple is arithmetic, and arithmetic has no jurisdiction. Nothing in the four steps changes when they are run in Mumbai, in Manila or on paper at a kitchen table.

One thing here does sit inside a rulebook, and it is not the sum. The rulebook covers the act of publishing a view about a quoted issuer and disclosing to a reader what was assumed while reaching it. Who may publish such a view, what has to accompany it and what has to be disclosed alongside it are set by the Securities and Exchange Board of India at sebi.gov.in. Separately, the share count and the quoted price a real reader would start from are found in the issuer's own filings with the exchanges at nseindia.com and bseindia.com, each carrying its own date.

Finding what a price already assumes, stating it and testing it are settled above. Conditions that would let the requirement be exceeded, and conditions that would leave it missed, are covered separately. A multiple read as a research artefact is covered after those. How a discounted cash flow is assembled, how a discount rate is derived and how a comparable set is built belong to the valuation method material below this and are applied here rather than rebuilt. How separate estimates aggregate into a published consensus is covered in its own sequence. The backward build ends in a required growth rate. A required growth rate is not a target for a share price, a fair value, a rating or a recommendation.

Where did every figure here come from, and where did none of them come from?

Two different origins, and keeping them apart is the point. The published ladder, the share count and the size of the field belong to an invented teaching record that was written so the lines tie, and every derived figure above was worked out from those starting points rather than transcribed. The quoted price of Rs 486/- was invented too, and it stands for one stated date and no other. The 12 per cent and the 25 times came from nowhere at all except an imagined reader, and they stand as that reader's assumptions. Rules on what a research analyst may publish sit with the regulator rather than inside this arithmetic.

Where each of these is settled, and what would send a reader there

Where it is settledThe question that would send a reader thereAddressChecked
Securities and Exchange Board of IndiaWho may publish a view on a quoted issuer, and what has to be disclosed alongside it. Named here and stated nowhere.sebi.gov.inconfirmed 28 August 2026
National Stock Exchange of IndiaWhere the share count and the traded price a real backward build would start from are actually filed.nseindia.comconfirmed 28 August 2026
BSE Limited, once the Bombay Stock Exchange (BSE)The second venue the same filing is lodged with, worth checking when one attachment is slow to appear.bseindia.comconfirmed 28 August 2026

Sarvani Coatings Limited, Nandivarman Paints Limited, Kesaria Surface Solutions Limited, Thottam Chemicals Limited and the analyst Meghna Iyer are invented.
Educational material. Not advice on any investment, tax, budget or market position.

Covered in this topic

Subtopics

How Market Expectations Affect Equity Research
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