Fin Maverick
Foundations VocabularyAccounting & ReportingEconomics & MacroQuant Methods & ProgrammingBusiness & Company AnalysisCorporate Finance & ValuationBehavioural Finance
Banking & Market InfrastructureFixed Income & RatesDerivatives & Structured ProductsPublic EquitiesTransactions & DealsPortfolio ConstructionFunds & AMCs
Private Markets & AlternativesRisk, Treasury & ControlAI & Digital FinanceStochastic Calculus & PricingWealth & Personal FinanceIndian Markets & RegulationProfessional Practice
CalculatorComparison
Frameworks
Explore Bootcamps
Equity ResearchPortfolio ManagementMutual Fund MasteryFinancial LiteracyInvestment Banking Analyst
Private Equity AnalystHedge Funds AnalystBreaking Into VCBreaking Into QuantsAI For Finance
Financial Analyst ProgramRisk Management ProgramPrivate Wealth ManagementDebt Capital MarketsDerivatives Foundation
Explore Internships
Equity Research InternMutual Fund Intern
Portfolio Management InternFinancial Literacy Intern
Explore Micro Courses

Equity Research6

Writing an Investment ThesisBuilding a Discounted Cash FlowReading an Annual Report FastReading a Sector Before a CompanySpotting Quality of Earnings Red FlagsBuilding a Revenue Forecast From Drivers

Portfolio Management3

Rebalancing: When, Why and What It CostsStrategic and Tactical Asset AllocationMeasuring Risk in a Portfolio

Mutual Fund Mastery3

Comparing Funds Without Being FooledHow a NAV Is Struck and Which Day You GetReading a Fund Factsheet Properly

Derivatives Unlocked4

Hedging a Real ExposureThe Greeks, PracticallyFutures, the Basis and What Moves ItReading an Option Payoff

AI For Finance2

Retrieval and Grounding for FinanceDocument Extraction in Finance

Breaking Into Quants4

Backtesting a StrategyHypothesis TestingCleaning Financial DataRegression for Finance

Breaking Into VC3

Sizing a MarketReading a Term Sheet as a FounderHow a Venture Round Actually Works

Financial Analyst Program4

Common Size and Trend AnalysisReading a Cash Flow StatementRatio Analysis That Says SomethingBuilding a Working Capital Schedule

Risk Management Program2

Credit Exposure and How It Is ReducedValue at Risk and What It Hides

Investment Banking Analyst3

Precedent Transactions and Why They DifferReading a Term Sheet StructurallyBuilding a Comparable Companies Table

Private Wealth Management3

Tax Aware Portfolio DecisionsBuilding a Client Risk ProfileGoal Based Planning Arithmetic

Debt Capital Markets3

Analysing an Issuer's CreditDuration and What It Does Not Tell YouBond Pricing and Yield Mechanics

Private Equity Analyst2

Fund Waterfalls and CarryThe LBO in Structure

Hedge Funds Analyst2

Short Selling MechanicsLong Short Mechanics
Courses
Explore Career Roadmaps
Investment Banking AnalystEquity Research AnalystVC AnalystPrivate Equity AnalystHedge Funds Analyst
Quant AnalystAI For FinanceFinancial Analyst ProgramPrivate Wealth ManagementDebt Capital Markets
Risk Management ProgramDerivatives FoundationPortfolio ManagementMutual Fund Mastery
PartnershipsShowdown
Log inSign up
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
DepreciationDepreciation MethodsAmortisation vs DepreciationAsset ImpairmentCapital ExpenditureAsset Efficiency and Capital IntensityProperty, Plant and EquipmentIntangible AssetsOperating Lease vs Finance…How to Analyse Capex…Why Capitalising Costs Increases…
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
The Operating ModelThe Value ChainThroughputThe Supply ChainVertical IntegrationVertical vs Horizontal IntegrationProcurementCapacity UtilisationJust-in-Time vs Just-in-Case InventoryMake vs Buy
ivCustomers and Brands
Brand EquityCustomer LoyaltyCustomer Segments and the JourneyCustomer EconomicsHow to Analyse Customer…Distribution ChannelsCustomer Acquisition Cost
vCompetitive Advantage and Moats
The Sources of Competitive…Competitive RivalryEconomies of Scale and…Network EffectsSwitching CostsCost Leadership vs DifferentiationHow to Test Whether a Moat Is Eroding
viIndustry Structure and Sector Behaviour
Industry TypesConsolidation and FragmentationSubstitutesBuyer PowerSupplier PowerThe Industry Life CycleHerfindahl-Hirschman IndexSector vs IndustryCompany Analysis vs Industry AnalysisCyclical vs Defensive SectorHow to Apply Porter's…How to Analyse Competitive…
viiMarket Size and Addressable Market
Market SizeMarket Concentration vs Market ShareTop-Down vs Bottom-Up Market SizingDemand DriversThe Adoption CurveGrowth DriversMarket FragmentationMarket ShareHow to Interpret Market Share Changes
viiiInnovation and Technology Shift
InnovationResearch and DevelopmentTechnology Adoption and DiffusionThe Product Life CycleProduct Innovation vs Process InnovationDigital TransformationCannibalisationDisruptive InnovationThe Technology S-Curve
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
Management QualityFounder-Led vs Professional ManagementThe PromoterThe BoardInstitutional OwnershipPromoter Ownership vs Institutional…The Agency ProblemIndependent DirectorsInsider OwnershipHow to Analyse Ownership…How Capital Allocation Shapes…
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
Capital StructureHow to Analyse a…Financial LeverageOperating Leverage vs Financial…RecapitalisationDebt FinancingDebt CapacityGross Debt vs Net DebtEquity FinancingHow Leverage Can Increase…Refinancing RiskFinancial Distress
viCapital Budgeting
Capital BudgetingSunk CostsDiscounted PaybackPayback vs Discounted PaybackNet Present ValueInternal Rate of ReturnProject AppraisalIndependent vs Mutually Exclusive…How to Resolve NPV and IRR Conflicts
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
Sector ResearchSecular GrowthSecular vs Cyclical GrowthCompetitive PositionSector DriversThe ThemeThematic ResearchTop-Down vs Bottom-Up ResearchSector vs Thematic ResearchHow to Research a Listed Company, in OrderHow to Update Research…
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

Why Frequent Exceptional Items Can Be a Red Flag

An exceptional item is a gain or loss shown on its own line because its size or nature would otherwise distort the view of ordinary trading. Showing one separately genuinely helps a reader. The difficulty with a run of them is arithmetic rather than moral: whatever keeps producing them is part of how the business operates, so stripping them out every year measures a business that has never traded.

An exceptional itemA gain or loss disclosed on a separate line, or in a note, because its size or its nature is unusual enough that burying it inside an ordinary heading would mislead. The presentation rules that govern it are set out separately. is a decision about where to put a number, not a decision about whether the number counts. The money left the business either way. Presentation moves it to a line where a reader can see it, and the whole value of that move rests on a quiet assumption: that the thing being shown apart will not be back. Once it is back, and back again, the presentation is still accurate and the assumption has stopped being true.

Three things are already in hand. Earnings quality, and why a reported profit and a durable profit can be two different figures, is established. So is what normalised earningsA profit figure rebuilt after removing items an analyst judges will not repeat, so that the remainder is treated as the run rate. How the rebuild is done, and what it is used for, is set out in its own right elsewhere. are and that analysts routinely build one. And several patterns in this subject have already come up where a signal that looks damning turns out to have an ordinary explanation sitting behind it. The arithmetic of repetition crosses all three, and the ordinary explanations for a run of items deserve the same weight as the worrying one.

Why does showing a one-off on its own line help at all?

The case for the practice is strong, and it is usually skipped. Start there. Think of a household running a small tiffin service from a rented kitchen. In a normal year the kitchen earns a steady amount and the household plans around it. One year the landlord terminates the lease early and the household pays a lump sum to break the contract and shift premises. If somebody asks how the tiffin service did that year, the honest answer has two parts, and squeezing both into one number destroys the useful half.

Separate presentation shows the trading result and the one-off event as two facts instead of one blur, so it is a service to the reader rather than a trick. Without the split, one number carries both facts. A single profit figure of Rs 82,00,000 shows what the business kept. The single figure cannot show whether the year was a poor trading year, or an ordinary trading year carrying an unusual event. A poor trading year and an ordinary year carrying an unusual event point in completely opposite directions for anybody trying to work out what next year looks like. Splitting the same figure into a trading result of Rs 1,02,00,000 and a one-off charge of Rs 20,00,000 puts both facts in view. Nothing has been hidden. Nothing has been added. The same rupees have simply been put where a reader can see the shape of them.

Notice also who benefits. The business does not get to keep the Rs 20,00,000 because it was labelled. Its cash is the same, its bank balance is the same, and the money is just as gone. A forecast built on a blur is a forecast built on the wrong base, so the person who gains is the reader trying to forecast. Separate presentation exists for that reason, reporting frameworks provide for it, and treating every separately presented item with suspicion is as lazy a reading as accepting every one without a thought.

The same rupees, twice. Only one of the two supports a forecast. HYPOTHETICAL SINGLE YEAR, ATTACHED TO NO BUSINESS. THE GODOWN FIRE IS INVENTED FOR THIS PANEL. ONE LINE, EVERYTHING MIXED TOGETHER PROFIT FOR THE YEAR Rs 82,00,000 Was this a poor trading year? Or an ordinary trading year carrying one unusual event? THE FIGURE CANNOT SHOW WHICH TWO LINES, THE TRADING VISIBLE UNDERNEATH Trading result for the year Rs 1,02,00,000 Less: one-off, a godown fire Rs 20,00,000 Profit for the year Rs 82,00,000 The same Rs 82,00,000 is kept. Nothing is added and nothing is hidden. BOTH FACTS NOW IN VIEW SEPARATE PRESENTATION IS A SERVICE TO THE READER, NOT A TRICK. The business keeps no extra rupee for labelling the charge. The reader gains a base to forecast from. Illustrative single year, invented for this panel. It describes no real business and no real event.
Presented as one figure, Rs 82,00,000 cannot say whether trading was poor or ordinary, and splitting the same year into a trading result of Rs 1,02,00,000 and a one-off charge of Rs 20,00,000 hands the reader both facts without changing a single rupee.
India

Where the presentation rules for these items actually live

In India, how items of income and expense are presented on the face of the statement of profit and loss, and what has to be disclosed separately because of its size or nature, is governed by Ind AS 1 Presentation of Financial Statements together with the prescribed format in Schedule III to the Companies Act 2013. Where a change of accounting policy or of an estimate is involved rather than an unusual event, Ind AS 8 governs instead, and the two are not interchangeable. The Institute of Chartered Accountants of India issues guidance on the application of both.

Try it out

What is an exceptional item actually for?

Try it out

A business shows a trading result of Rs 1,02,00,000, a one-off charge of Rs 20,00,000 and a profit of Rs 82,00,000. Has the separate presentation helped the reader?

When does the same presentation, repeated, stop helping?

Now five of those years in a row. A hypothetical business with steadily improving trading reports an exceptional charge in every single one of five years. The trading path runs Rs 1,02,00,000, Rs 1,09,00,000, Rs 1,14,00,000, Rs 1,21,00,000 and Rs 1,26,00,000. The charges run Rs 20,00,000, Rs 24,00,000, Rs 26,00,000, Rs 30,00,000 and Rs 32,00,000. Subtracting each charge from each trading result gives reported profits of Rs 82,00,000, Rs 85,00,000, Rs 88,00,000, Rs 91,00,000 and Rs 94,00,000.

Every one of those five presentations is defensible taken alone. Each charge might have a genuine description attached to it. But look at what the five together have done to the picture. The normalised figure sits above the reported figure in every single year, without exception, and by a widening amount. There is no year in which the reader is invited to see the trading result and the reported result agree. The gap is not an occasional correction; it has become a permanent feature of how the accounts are read.

A charge that appears every year is, by any ordinary meaning of the word, not exceptional, whatever the line it sits on is called. Calling it unexceptional is not an accusation and not a claim about anybody's intention. The statement is about the English word. Something that has happened in five consecutive years is a thing that happens. The reporting rules ask about the size and nature of each item rather than about how many times the reader has seen one before, so the presentation may be entirely correct under them. No single year's accounts is in a position to point the pattern out. The reader is the one who has to notice it.

Five years, five charges, and no year where the two figures meet. HYPOTHETICAL FIVE-YEAR SEQUENCE, ATTACHED TO NO BUSINESS. AMOUNTS HELD IN WHOLE RUPEES. ONE SCALE THROUGHOUT: 1.6154 PIXELS IS Rs 1,00,000. THE TOP OF EACH BAR IS THE NORMALISED FIGURE. 1,02,00,000 20,00,000 82,00,000 1,09,00,000 24,00,000 85,00,000 1,14,00,000 26,00,000 88,00,000 1,21,00,000 30,00,000 91,00,000 1,26,00,000 32,00,000 94,00,000 YEAR 1 YEAR 2 YEAR 3 YEAR 4 YEAR 5 Reported profit Exceptional charge stripped out Top of bar equals the normalised figure THE NORMALISED FIGURE STANDS ABOVE THE REPORTED FIGURE IN ALL FIVE YEARS. Illustrative sequence, invented for this panel. No business is described and no conclusion about anybody is drawn.
Across five hypothetical years the exceptional charge grows from Rs 20,00,000 to Rs 32,00,000 and the normalised figure sits above the reported figure in every single year, so the gap has stopped being an occasional correction and become a permanent feature of the accounts.
Try it out

A charge described as exceptional appears in each of five consecutive years. Is it exceptional?

Equity Research Bootcamp — Fin Maverick

What does stripping out a charge every year quietly assume?

The same five years, treated the way an analyst routinely treats them. The reported profits add to Rs 4,40,00,000. The charges add to Rs 1,32,00,000. The normalised figures add to Rs 5,72,00,000. Rs 4,40,00,000 plus Rs 1,32,00,000 is Rs 5,72,00,000, so the three totals reconcile exactly. The reconciliation gives the ratio that matters. The cumulativeRunning totals added across several periods rather than read one period at a time. A pattern that is invisible in any single year often becomes obvious the moment the years are summed. exceptional total of Rs 1,32,00,000 is exactly 30.0 per cent of the cumulative reported profit of Rs 4,40,00,000.

Sit with that number for a moment. Over five years, the reader who stripped every charge has added back an amount equal to almost a third of everything the business actually reported. In no single year did that look dramatic. Year one added back Rs 20,00,000 against Rs 82,00,000 reported. Nobody argues about an adjustment of that size. Only the summing makes the size visible. Accounts are published one year at a time and each year is read against the one before it, so the summing is the step most readers never take.

Stripping a charge out every year quietly assumes a business that produces no such charges, and that business is not the one in front of the reader. Say it as plainly as possible. The normalised path claims Rs 5,72,00,000 of profit across five years. The business handed over Rs 4,40,00,000. The Rs 1,32,00,000 difference is not a rounding convention or an accounting abstraction; it is real money that left, on real invoices, in five separate years. A reader may still have good reasons to look at the trading result underneath. But for five years running the trading result has not been the amount the business earns, and no reader may treat it as though it were.

Sum the five years, and the size of the adjustment appears. SAME HYPOTHETICAL FIVE YEARS. ONE SCALE ON ALL THREE BARS: 0.70 PIXELS IS Rs 1,00,000. WHAT THE FIVE YEARS ACTUALLY REPORTED Rs 4,40,00,000 WHAT A READER STRIPPED OUT OVER THE SAME YEARS Rs 1,32,00,000 WHAT THE NORMALISED READING CLAIMS INSTEAD Rs 5,72,00,000 THE STRIPPED TOTAL IS 30.0 PER CENT OF THE REPORTED TOTAL. No single year looked dramatic. Only the summing made the size of it visible. Illustrative sequence, invented for this panel. The three totals reconcile exactly: Rs 4,40,00,000 plus Rs 1,32,00,000 is Rs 5,72,00,000.
Cumulative reported profit of Rs 4,40,00,000 across the five hypothetical years carries Rs 1,32,00,000 of stripped charges behind it, exactly 30.0 per cent of the reported total, which is a size no single year of the sequence made visible.
Try it out

The exceptional charge is stripped out of all five years and only the normalised path is read. What has been measured?

Investment Banking Analyst Bootcamp — Fin Maverick

Is how often they appear more informative than which way they point?

Three questions separate a run worth asking about from a run that reads perfectly normally, and none of them is a rule that produces a verdict. First, over several years, does the sum of the exceptional items approach the sum of the reported profit? Second, is the same category coming back, or is each one genuinely a different kind of event? Third, and this is the one most readers skip, are they mostly charges, or are they a mix of gains and losses?

The third question carries more information than the first two put together, and here is the arithmetic that shows why. Take the five-year total of Rs 1,32,00,000 and arrange it two ways. In the first arrangement all five items are charges: Rs 20,00,000, Rs 24,00,000, Rs 26,00,000, Rs 30,00,000 and Rs 32,00,000 all subtracted, so the net effect on five years of profit is the full Rs 1,32,00,000 downward. In the second arrangement the same five amounts appear but the second and fourth are gains: subtract 20, add 24, subtract 26, add 30, subtract 32, and the net effect is Rs 24,00,000 downward. Identical gross total. The net effect differs by Rs 1,08,00,000, and the cumulative reported profit differs by exactly the same amount, Rs 4,40,00,000 against Rs 5,48,00,000.

A mix of gains and losses fits genuinely irregular events far better than a run of charges does. Direction is therefore more informative than frequency. The reason is worth stating. Unusual things that happen to a business are not, in the ordinary course, all bad. A dispute settles in the business's favour one year and against it the next. An asset sale produces a gain. A provision made in one year is released in another because the outcome turned out better than feared. Where the events are genuinely irregular, the sign wanders, and the reported profit line wanders with it. Five charges and no gains in five years is a shape that is possible, is common, and simply carries less of that expected irregularity. A run of charges is a reason to read the descriptions, never a reason to reach a conclusion.

Three questions, and the third one carries the most information. NONE OF THE THREE PRODUCES A VERDICT. EACH ONE PRODUCES SOMETHING TO GO AND READ. 1. HOW LARGE, IN TOTAL? Does the sum of the items across several years start to approach the sum of the reported profit? 2. THE SAME CATEGORY? Is the same description coming back year after year, or is each item genuinely a different kind of event? 3. WHICH WAY DO THEY POINT? Are they mostly charges, or a mix of gains and losses? THIS IS THE MOST INFORMATIVE OF THE THREE RUN A: FIVE CHARGES, NO GAINS Gross total of the five items Rs 1,32,00,000 Net effect on five years of profit Rs 1,32,00,000 down EVERY BAR POINTS THE SAME WAY Cumulative reported profit Rs 4,40,00,000 Net is 100 per cent of gross. RUN B: THREE CHARGES, TWO GAINS Gross total of the five items Rs 1,32,00,000 Net effect on five years of profit Rs 24,00,000 down THE BARS WANDER EITHER SIDE OF THE LINE Cumulative reported profit Rs 5,48,00,000 Net is 18.2 per cent of gross. SAME GROSS TOTAL. THE CUMULATIVE REPORTED PROFIT DIFFERS BY Rs 1,08,00,000. Direction is more informative than frequency, because irregular events do not usually all point one way. Illustrative arrangements of the same five amounts, invented for this panel. Neither shape establishes anything about any business.
The same gross total of Rs 1,32,00,000 arranged as five charges nets the full Rs 1,32,00,000 downward, while the same amounts arranged as three charges and two gains net only Rs 24,00,000 downward, a difference of Rs 1,08,00,000 in cumulative reported profit.
Try it out

Two businesses each report five exceptional items over five years. Which fact about the items is more informative?

Regression for Finance — free micro-course from Fin Maverick

What ordinary circumstances produce several in a row?

A reader who absorbs the arithmetic and stops there will start seeing wrongdoing in businesses doing nothing whatsoever wrong. The ordinary explanations therefore carry the same weight as the arithmetic. Four circumstances produce a run of exceptional charges, all four are common, and none of them involves anybody doing anything they should not.

The first is a restructuringA planned reorganisation of how a business operates, such as closing sites, moving production or changing a workforce. The costs of one are typically incurred over several periods as each stage is carried out. that genuinely spans several years. Closing three sites, moving production twice and changing a workforce is not a thing that happens on one day, and the costs arrive as each stage is carried out. The second is a sequence of purchases, each of which carries its own transaction costsThe professional fees, legal costs and other charges incurred in the process of buying a business. They are typically expensed as they arise rather than added to the price of what was bought. that are expensed as they arise. A business that has bought four small operations in four years has four sets of fees, in four separate years, and each set is genuinely a one-off attached to a specific event. The third is an industry in structural change, where an entire trade is rebuilding around a new channel or a new technology and every business in it is writing down assets that used to earn. The fourth is a long legal matter settling in stages. A charge arrives each time a stage concludes.

All four of these are real, common, and produce exactly the pattern described above, so a business in genuine transition can report exceptional items for years while doing nothing wrong at all. The consequence for the reading is direct. The pattern is not evidence. The pattern is a question, and the question has at least five answers of which only one is uncomfortable. The everyday version is a household that had a hospital bill last year, a wedding this year and a house repair the year before. Three unusual years in a row does not make the household reckless, and a neighbour who concludes that it does has read a run of events as a character judgement.

Four ordinary circumstances that produce the same pattern. EQUAL WEIGHT, DELIBERATELY. EACH ONE IS COMMON AND NONE OF THEM INVOLVES ANY WRONGDOING. 1. A RESTRUCTURING SPANNING YEARS Closing three sites, moving production twice and changing a workforce does not happen on one day. The cost arrives as each stage is carried out. PRODUCES A CHARGE EACH YEAR OF THE PLAN 2. A SEQUENCE OF PURCHASES Four small operations bought in four years means four sets of professional fees, expensed as they arise, each genuinely tied to a specific event. PRODUCES ONE CHARGE PER PURCHASE YEAR 3. AN INDUSTRY IN STRUCTURAL CHANGE A whole trade rebuilding around a new channel or a new technology writes down assets that used to earn, and the rebuilding takes more than one year. PRODUCES THE PATTERN ACROSS EVERY RIVAL AT ONCE 4. A LONG LEGAL MATTER IN STAGES A dispute that settles one claim at a time produces a charge each time a stage concludes, over as many years as the matter runs for. PRODUCES A CHARGE AT EVERY STAGE OF THE MATTER A BUSINESS IN GENUINE TRANSITION CAN REPORT THESE FOR YEARS AND DO NOTHING WRONG. The pattern is a question with at least five answers, and only one of the five is uncomfortable. Circumstances described in general. No business, invented or otherwise, is being described or characterised here.
A multi-year restructuring, a sequence of purchases each carrying its own transaction costs, an industry in structural change and a long legal matter settling in stages each produce a run of exceptional charges without anybody doing anything wrong.
Try it out

Name two ordinary circumstances that produce several exceptional charges in a row.

Play with it

Build the five years yourself and watch both paths move

The underlying trading path is held fixed on every setting, so only the exceptional items move. Anjani Stationers Private Limited sits at zero. Start there, then push the scale to 100 to rebuild the five-year sequence above exactly. Then change the direction and watch the cumulative gap collapse without the gross total changing at all.

The shape of the items across the five years Which way the items point
Scale of the exceptional items: 0 per cent, so there are none in any year
THE TRADING PATH IS FIXED. ONLY THE EXCEPTIONAL ITEMS MOVE THE REPORTED LINE.
At a scale of 0 per cent there are no exceptional items in any of the five years, so the reported path and the normalised path are the same line, cumulative reported profit and cumulative normalised profit are both Rs 5,72,00,000, and the gross exceptional total is Rs 0, which is 0.0 per cent of cumulative reported profit. This is the position Anjani Stationers Private Limited reported in both of its years.
Cumulative reported
Rs 5,72,00,000
Cumulative normalised
Rs 5,72,00,000
Exceptional, gross
Rs 0
Gross over reported
0.0 per cent
Educational illustration. The five-year profit path is hypothetical and belongs to no business at all. The default carries no exceptional item in any year. Anjani Stationers Private Limited reported that position in both of its years. Every amount is held in whole rupees. Setting the shape to growing each year, the direction to all charges and the scale to 100 per cent rebuilds the five-year sequence shown earlier exactly. Several ordinary circumstances, among them a restructuring spanning years and a sequence of purchases each carrying its own transaction costs, produce a long run of charges with nobody doing anything wrong.

The readings that matter are these. At the default there are no exceptional items at all, both paths are the same line and the gross total is Rs 0. Push the scale to 100 per cent with growing charges and the panel rebuilds the sequence exactly: cumulative reported profit Rs 4,40,00,000, gross exceptional total Rs 1,32,00,000, or 30.0 per cent of the reported total. Hold the scale at 100 and switch the direction to three charges and two gains, and the gross total does not move by a single rupee while cumulative reported profit rises to Rs 5,48,00,000. All three shapes carry the same Rs 1,32,00,000, so switching the shape to one item in year three only leaves the gross total exactly where it was. A single large item and five smaller ones are the same money arranged into two completely different stories.

Reading an Annual Report Fast teaches you to get to the three things that matter in a two hundred page document.

What should actually be done with a run of exceptional items?

Four things, and the first one is the whole answer. Compute both figures and quote both. Not the reported figure because it is official, and not the normalised figure because it is flattering, but both, side by side, every time. For year five of the sequence that means writing Rs 94,00,000 reported and Rs 1,26,00,000 normalised, and noting that the second is 34.0 per cent above the first. A reader who sees both numbers knows immediately what is being argued about. A reader who sees one has been handed a conclusion dressed as a fact.

Second, the single year never looks like much, as the arithmetic above showed. Track the running totals rather than the single year. Third, read what each item actually was. The description is disclosed, and it is the only place where the difference between four unrelated events and the same event four times can be found. Fourth, ask whether the same thing keeps happening. Whether the same thing keeps happening is a question to put to a business at a results meeting, not an inference to draw from a table.

The answer is to carry both numbers rather than to pick one. A reader who only ever quotes the normalised figure has adopted the business's own framingThe choice of how a set of facts is presented, which shapes what a reader notices without changing any of the underlying facts. Two accurate presentations of the same figures can leave very different impressions. without noticing it happened. The framing deserves attention. A normalised figure is never handed over by accident. Somebody decided which items to remove, and every one of those decisions was a judgement made by a person with a view about the business. Repeating that figure without the reported one beside it is not neutrality. The repetition is agreement, made silently, with a set of judgements the reader never saw.

Year five, quoted two ways. One of them agrees with somebody silently. YEAR FIVE OF THE HYPOTHETICAL SEQUENCE. BOTH FIGURES ARE ACCURATE; ONLY ONE PAIR IS COMPLETE. QUOTING ONE FIGURE NORMALISED PROFIT Rs 1,26,00,000 Somebody decided which items to remove. Each decision was a judgement made by a person with a view about the business. THIS IS NOT NEUTRALITY. It is silent agreement with judgements never seen. CARRYING BOTH FIGURES REPORTED PROFIT Rs 94,00,000 NORMALISED PROFIT Rs 1,26,00,000 THE GAP BETWEEN THEM 34.0 per cent A reader seeing both numbers knows at once what is being argued about, and can weigh it themselves. CARRY BOTH. NEVER CHOOSE ONE. The pair is the finding. Either number alone is half of it. COMPUTE BOTH FIGURES, QUOTE BOTH, AND NAME THE GAP BETWEEN THEM. Illustrative year, invented for this panel. Rs 1,26,00,000 over Rs 94,00,000 is 34.0 per cent, computed for this panel.
Quoting only the normalised Rs 1,26,00,000 adopts a set of removal judgements the reader never saw, while carrying the reported Rs 94,00,000 beside it and naming the 34.0 per cent gap leaves the weighing where it belongs.
Try it out

A business reports an exceptional charge every year. Which figure should the note carry?

Who reads this in practice, and what do they do with it?

Three people open the same set of accounts in the same week, and the run of exceptional items means something different to each of them. The same pattern is a different problem depending on what has to be decided, so watching all three is more useful than any rule.

A lender cares because a covenant is usually written on a defined figure and the definition decides whether a breach has happened, an analyst cares because the choice of base changes every forecast built on top of it, and a finance controller cares because she has to decide what to present before anybody else gets to read it. Take the lender first. A working capital facility with a condition tied to earnings has to say in the loan document which earnings figure it means. If the definition permits charges described as exceptional to be added back, a business with five straight years of them stays comfortably inside its condition on a figure of Rs 1,26,00,000 while the money that actually reached it was Rs 94,00,000. The lender who wrote that definition without thinking about repetition has written a condition that does not bind. A credit team therefore reads the definition in the loan document before it reads the accounts.

The analyst's problem is the base. A forecast starts from a number and grows it, so choosing Rs 1,26,00,000 rather than Rs 94,00,000 as the starting point moves every single year of the projection by 34.0 per cent before a single assumption about growth is made. Get that choice wrong and the most careful work downstream cannot rescue it. The disciplined habit is to build the forecast twice, once on each base, and to say out loud which one the conclusion depends on.

And Vaidehi Rao, as finance controller of Anjani Stationers Private Limited, sits on the other side entirely. When something unusual does happen to a business she has to decide whether it belongs on a separate line, and she has to make that decision knowing that a reader three years from now will be counting how many times it has appeared. Her protection is the description. An item described precisely, with what it was and why it will not repeat, survives being read five years later. An item described vaguely does not, and the vagueness is what a careful reader notices first.

What did Anjani Stationers report, and why can it not illustrate this?

The position is this. Anjani Stationers Private Limited reported no exceptional item in either of the two years covered by this material. Not a small one, not one tucked into a note. None. The case that runs through everything else here therefore cannot illustrate the pattern, and the five-year sequence above is a clearly labelled hypothetical attached to no business at all.

The temptation to invent one is real, so the absence is worth pausing on rather than apologising for. Anjani Stationers is a business whose margins fell hard between the two years: earnings before interest and tax (EBIT) margin went from 22.1 per cent to 15.4 per cent, and net margin from 15.8 per cent to 11.1 per cent. A margin fall like that is exactly the shape somebody would want an exceptional item to explain. But the fall has already been located precisely, and it is Rs 25,00,000 of extra ordinary operating cost sitting below the gross line: Rs 6,00,000 more employee cost, Rs 12,00,000 more other operating expense, and Rs 7,00,000 more depreciation on assets that were bought. Gross margin held at 45.0 per cent in both years. Every rupee of the deterioration is ordinary cost that will be there again next year. Ordinary cost that repeats is the exact opposite of an exceptional item.

A business with no exceptional item cannot demonstrate a run of them, and forcing one on to these accounts would contradict the margin arithmetic already established. There is one thing in year two that a careless reader might reach for. Anjani Stationers bought a holding in Chitra Binding Works at the start of that year, and a purchase of that kind carries transaction costs that are expensed as they arise. No amount for them is presented separately in the accounts, and no exceptional item line exists in either year. The correct sentence about this business is that it has nothing to show on this subject, and that sentence is more useful than a manufactured example would have been.

The margin fell hard. No exceptional item is anywhere in it. ANJANI STATIONERS PRIVATE LIMITED, INVENTED. FIGURES AS ALREADY PUBLISHED IN THIS MATERIAL. WHERE THE MARGIN WENT YEAR ONE YEAR TWO Gross margin 45.0 per cent 45.0 per cent Unchanged, so nothing happened above this line. EXTRA ORDINARY OPERATING COST BELOW THE GROSS LINE, ITEMISED Employee cost Rs 6,00,000 Other operating expense Rs 12,00,000 Depreciation on assets bought Rs 7,00,000 TOTAL EXTRA COST Rs 25,00,000 Every rupee of it is ordinary cost that will be there again next year. EBIT margin 22.1 to 15.4 per cent Net margin 15.8 to 11.1 per cent Exceptional items NIL, BOTH YEARS No such line exists in either year of the accounts. THIS BUSINESS CANNOT ILLUSTRATE THE PATTERN: IT REPORTED NO SUCH ITEM. The five-year sequence used above is hypothetical and attached to no business at all. Anjani Stationers Private Limited and Chitra Binding Works are invented. Rs 6,00,000 plus Rs 12,00,000 plus Rs 7,00,000 is Rs 25,00,000.
Anjani Stationers held gross margin at 45.0 per cent while EBIT margin fell from 22.1 to 15.4 per cent, and the whole of that fall is Rs 25,00,000 of itemised ordinary operating cost with no exceptional item reported in either year.
Try it out

How many exceptional items did Anjani Stationers Private Limited report across the two years covered here?

The mistake: valuing a business on a normalised figure it has not produced in five years

An analyst works the five-year sequence and does the obvious thing. Each year carries an exceptional charge, each charge is described as a stage of a restructuring, so each is stripped out and the business is valued on the normalised path: Rs 1,02,00,000, Rs 1,09,00,000, Rs 1,14,00,000, Rs 1,21,00,000 and Rs 1,26,00,000. The restructuring is genuine. The descriptions are accurate. Every individual adjustment is defensible. And the restructuring has two more years to run. The disclosure says so, and the analyst read it.

The plan producing the charges is still running, so the normalised path describes a business that has never existed in any of the five years and will not exist in the sixth either. Look at the size of what has been assumed away. Cumulative normalised profit of Rs 5,72,00,000 against cumulative reported profit of Rs 4,40,00,000 is a difference of Rs 1,32,00,000, or 30.0 per cent of everything the business actually reported. Averaged out, the analyst has added back Rs 26,40,000 a year of costs the business paid every year without exception. And because a valuation multiplies a profit figure, the error does not sit still. The error is applied to every forecast year built on top of that base, so a starting point 34.0 per cent too high in year five carries that distortion forward into every year after it.

The fix costs very little. Both figures go into the note, always, with the gap named. Where a category of charge has appeared in three or more consecutive years, it is treated as part of ordinary operations for the purpose of the base, regardless of which line it is presented on, and the treatment is stated plainly. Where the disclosure says the plan has years left to run, the expected remaining charges go into the forecast rather than being assumed out of it. And the valuation is built twice, once on each base. The size of the disagreement is then visible instead of buried in a single number.

A false accusation is expensive in both directions: it damages a business that was reporting a genuine multi-year transition honestly, and it destroys the credibility of the person who made it the moment somebody reads the disclosure properly. So a run of exceptional items must never be converted into a claim that the business presented them separately in order to flatter a figure. Nothing in a published set of accounts separates a defensible presentation from a convenient one. The pattern is an instruction to read further and to ask a question. The pattern does not supply the answer, and a reader who cannot hold that distinction should not be using the signal at all.

An exceptional item as a matter of presentation, the items that qualify, where they sit on the face of the statement and what has to be disclosed about them all belong to the income statement and are set out there. Normalised earnings, how the rebuild is performed and the adjustments that are conventional, is a subject in its own right and is treated separately. Earnings quality, the difference between reported profit and durable profit, is set out under earnings quality and assumed here. How a business is valued, and what any multiple should be, sits outside this subject.
Financial Analyst Program Bootcamp — Fin Maverick

References

SourceDocumentWhere
Ministry of Corporate AffairsInd AS 1 Presentation of Financial Statements, the standard under which items of income and expense are presented and under which separate disclosure of an item by reason of its size or nature arisesmca.gov.in
Ministry of Corporate AffairsSchedule III to the Companies Act 2013, named for the existence of a prescribed format for the statement of profit and loss into which any separately presented item has to fit. The format itself is not reproduced and no line description is quotedmca.gov.in
Ministry of Corporate AffairsInd AS 8 Accounting Policies, Changes in Accounting Estimates and Errors, named to mark the boundary between an unusual event and a change of policy or estimate, which are governed differently and are not interchangeable. Nothing from it is quotedmca.gov.in
Institute of Chartered Accountants of IndiaApplication guidance on the presentation and disclosure requirements of the two standards above, named only for the existence of that guidance and for the naming of the statements involvedicai.org
Securities and Exchange Board of IndiaListing obligations and disclosure requirements, named only for the existence of periodic reporting obligations under which a reader obtains several consecutive years of published results in comparable form. No requirement, period or condition is statedsebi.gov.in

Anjani Stationers Private Limited, Chitra Binding Works, the Sunrise Public School group and Vaidehi Rao are invented.
Educational material. Not advice on any investment, tax, budget or market position.

← PreviousNext →
Fin Maverick Micro CoursesExplore Micro Courses
Fin Maverick BootcampsExplore Bootcamps
Fin Maverick

Finance education that ends in a job, not a certificate that gathers dust. Built for young India.

LEARN
CalculatorsFrameworksComparisonsCareersShowdown
RESOURCES
All CoursesMicro CoursesBootcampsInternships
COMPANY
AboutJob openingPartnership
LEGAL
Privacy PolicyTerms & ConditionsContent LicenseReturn & Refund Policy
© 2026 FIN MAVERICK / BUILT FOR INDIA.DO FINANCE, DO NOT JUST READ ABOUT IT.