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Business, Industry & Company Analysis
1Business Fundamentals and Models
The Business EcosystemThe Business ModelStakeholdersThe Business Life CyclePlatform BusinessesHow to Build a…The Value NetworkMonetisationUnit EconomicsThe Profit PoolTake RateB2B vs B2C
2Revenue 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
3Operating 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
4Customers and Brands
Brand EquityCustomer LoyaltyCustomer Segments and the JourneyCustomer EconomicsHow to Analyse Customer…Distribution ChannelsCustomer Acquisition Cost
5Competitive 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
6Industry 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…
7Market 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
8Innovation and Technology Shift
InnovationResearch and DevelopmentTechnology Adoption and DiffusionThe Product Life CycleProduct Innovation vs Process InnovationDigital TransformationCannibalisationDisruptive InnovationThe Technology S-Curve
9Corporate 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,…
10Management 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…
11Strategic 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…
12Business Research Method
Business AnalysisCompany Filings as a Research SourceCompetitor MappingThe Variant ViewPrimary ResearchPrimary vs Secondary Research

Business Analysis: Understanding a Company Before Valuing It

The financial outcome sits downstream of the business, so analyse the business first. Three ordinary operating decisions at one invented register maker, about people, about space and about a binding operation bought into, raised the standing bill Rs 24,40,000/- and carried the operating margin from 22.08 per cent to 15.37 per cent. Not one was a decision about a margin, and the split beneath that figure is an estimate rather than a disclosure.

Revenue rose and the margin fell nearly seven points. So where did the profit go?

Begin with a record rather than with a definition. Anjani Stationers Private Limited, an invented register maker, is where the record starts. Paper goes in at one end, hard-bound registers come out at the other, and the registers go to schools. Two of its years are published in these notes, and between those two years something happened that most readers name wrongly on sight.

Revenue went from Rs 2,40,00,000/- to Rs 2,70,00,000/-, so it rose. Operating profit went the other way, from Rs 53,00,000/- to Rs 41,50,000/-. Each of those set over its own revenue gives an operating marginOperating profit set against the revenue of the same year, written as a percentage. A margin is a division and nothing more.. In the first year 53,00,000 over 2,40,00,000 gives 22.08 per cent. In the second, 41,50,000 over 2,70,00,000 gives 15.37 per cent. The margin fell 6.71 points in a year when the business sold more, not less.

Now shut the door everybody reaches for first. If a trade turns nasty on price, the damage lands in the contribution marginThe share of each rupee of sales still standing after the costs that sale itself caused, and before any of the bills that arrive whether or not anything is sold. before it lands anywhere else. A contribution margin takes off only the costs each sale drags in with it and nothing else. At Anjani Stationers that figure read 42.75 per cent in the first year and 42.78 per cent in the second. The contribution margin did not move. Three hundredths of a point in either direction is not a price war; it is arithmetic noise.

So the reader is left holding two published facts that will not sit comfortably together. More registers went out of the door at the same effective price, and less profit came back. Something between those two sentences swallowed Rs 11,50,000/-, and no percentage anywhere in the accounts is going to say what.

The shape is familiar from ordinary life. A household gets a pay rise in April and finds the month tighter in November. The tightness was a new rent agreement signed in July and a set of school fees that started in June. The payslip records the rise perfectly and will never explain either of them. A payslip is not defective for that. A payslip is simply not the document where causes live.

The taller bar is the one carrying the smaller shaded foot FIRST YEAR Revenue Rs 2,40,00,000/- Rs 53,00,000/- 53,00,000 over 2,40,00,000 22.08 per cent SECOND YEAR Revenue Rs 2,70,00,000/- Rs 41,50,000/- 41,50,000 over 2,70,00,000 15.37 per cent REVENUE UP PROFIT DOWN A fall of 6.71 points. Anjani Stationers, an invented business, illustrative figures.
Revenue rose from Rs 2,40,00,000/- to Rs 2,70,00,000/- while operating profit fell from Rs 53,00,000/- to Rs 41,50,000/-, so the operating margin went from 22.08 per cent to 15.37 per cent, a fall of 6.71 points.
Try it out

1. One register maker's revenue rose from Rs 2,40,00,000/- to Rs 2,70,00,000/-, its contribution margin held at 42.75 per cent and then 42.78 per cent, and its operating margin fell from 22.08 per cent to 15.37 per cent. What does the steady contribution margin rule out?

What decides whether a figure handed over by somebody is worth anything?

Before working out where the Rs 11,50,000/- went, one thing has to be settled: what decides whether any answer reached is worth writing down. A fact carries only the authority of the route it came down, so research is the route and not the number. The claim does more work than it looks like, so earn it rather than accept it.

Take two research sheets carrying the same question about a trade. On the first, a line reads not established. On the second, the same line carries a trade average, with nothing beside it saying where the average came from. Today, the second sheet is the better looking document. The second sheet is complete and reads as finished work. In a year it is the worse one, and the difference is not a matter of taste.

The line reading not established stops being blank the day anybody lays hands on the fact. The blank line also tells whoever reads it next exactly what to go and ask for, so it does two jobs at once. In a year nobody will remember that the average was supplied rather than found, so the filled line can never be corrected. The filled line has stopped being questionable. The second line already has a name worth borrowing whole: an invention wearing the clothes of research.

Everyday version, and it is exact. Two people write down what the flat upstairs pays in rent. One goes up the stairs and knocks, and comes back with a number and the name of the person who said it. The other takes the going rate for the building off a listing site and writes it in. Both sheets now carry a rent figure. Only one of them can be argued with, and only one of them will still be right after the tenant upstairs renegotiates.

So what should go on the line instead? Three short commands settle it, in the original words.

In the words of the treatment that published itWrite the question down. Write what would settle it. Write that nobody has it.

Writing the blank down is not a counsel of despair; it is the only version of the line with a future in it. It costs the appearance of completeness and buys the ability to be corrected, and on a sheet somebody will still be quoting in a year, that is a good trade.

One question, two sheets, and only one of them can be corrected WRITTEN HONESTLY THE QUESTION How many makers does this city hold? THE ANSWER LINE not established WHAT WOULD FILL THIS A count somebody published, with a name against it CORRECTABLE NEXT YEAR The blank names its own replacement FILLED IN WITH AN AVERAGE THE QUESTION How many makers does this city hold? THE ANSWER LINE Around the trade average WHAT WOULD FILL THIS No box. The line is already full. No route is written anywhere. NO WAY BACK In a year, nobody will remember that the right-hand figure was supplied rather than found. Anjani Stationers, an invented business. Both sheets drawn for teaching.
The blank names its own replacement and so has a future, while the line carrying a borrowed average has none, because twelve months on nobody recalls that it was supplied rather than found.
Try it out

2. Two research sheets carry the same question about a trade. One line reads not established. The other carries a trade average with no route beside it. Which one can be corrected next year, and why?

Equity Research Bootcamp — Fin Maverick

How to Analyse a Business Before Analysing Its Financials: what runs first?

Here is the order of work, and it is an order rather than a checklist. The difference matters, so hold on to it: a checklist asks whether every box is filled, and an order of work asks whether each step was allowed to come back empty. A seven-step run over exactly this trade is already published, and the frame behind running a field in a fixed order belongs to Michael E. Porter, who is named for the ordering and for no figure whatsoever.

The run is worth copying for a reason other than its list of headings. Every step is written out with four things attached: the evidence it goes looking for, the condition under which it stands, the condition under which it does not, and the instruction it hands downward when it does not. A failure is never a dead end in that design. A failure is a message to the step underneath, and so the run keeps moving even after three lines in a row come back holding nothing.

The opening step records two things: what trade this actually is, and which side of it the analyst has taken up position on. Leave either one out and the failure is total. The step underneath has nothing to work against and simply stops. From there each step in the middle sets down, in advance and in writing, what would let it stand and what would sink it, and each sinking hands the work on rather than leaving a hole.

The last step is where the discipline bites. The final step gathers the five readings into one place and counts them. Its condition for standing is exact, and here it is in full.

The condition the published run sets on its own final stepPasses if every reading carries a named fact, or carries the words not established. Fails if any line carries a judgement word and no fact behind it.
Every fail arrow lands on the next step, never on a blank THE STEP WHAT A PASS LOOKS LIKE WHAT THE FAIL DOES NEXT 1. The field and the side What is sold, to whom, and whose side the analyst stands on, both written Nothing. Step two has nothing to stand on 2. Rivalry A named fact about how the makers behave towards each other Passes an empty line down, not a guess 3. Setting up as a new seller A published cost of building or buying, or an arrival on record Step four may not lean on newcomers at all 4. What else a buyer could use Something outside the trade named as a place the same money goes Step five carries the buying side on its own 5. The buying side A named buyer, with the terms it holds written out beside it Step seven counts one fewer standing line 6. The input side A named counterparty, with what it holds written out beside it Step seven counts one fewer standing line 7. The count Every reading carries a named fact, or carries the words not established Fails on any line with a judgement word and no fact behind it The shape of a published run over an invented register trade. No reading is reproduced here.
Every step sets down in advance the evidence it goes after, the condition that lets it stand, the condition that sinks it and the instruction it hands downward, and the last step stands only where each of the five readings holds a named fact or holds the words that say nobody has one.

Run over this field, that procedure returned a result most readers would file as a failure, and these notes published it as the answer. Two of the five readings stand. Three lines are recorded not established. One named buyer, the Sunrise Public School group, holds the terms, so the buying side stands. The terms sit at one small counterparty, so the input side stands. Rivalry does not stand. Nothing published says how Anjani Stationers and Bhavani Register Works behave towards each other, and nothing states how many makers the city holds. A newcomer does not stand either. Nobody has published what building or buying a works of this kind costs, and no maker is recorded as having arrived or left. Alternatives do not stand either. Nothing published names anything beyond registers that a school would put the same money towards.

Notice what did not happen there. Nothing was added, averaged or boiled down into one word. The count itself is the verdict, and it is written as a count: two of five, and three of five. A step permitted to return nothing at all is doing the work of a test. A step that always returns an answer is not. These notes put the same thing more sharply.

In the words of the treatment that ran itA run that returns five answers on a field like this one has invented three of them.

The counter-example is familiar from any counter. A form that will not be accepted until every box is filled establishes exactly one thing: every box is filled. The form establishes nothing at all about whether anybody knew what to put in the boxes. A procedure whose every line always fills in has quietly stopped being a procedure and become a form, and a form gets filled in.

The three empty lines are therefore worth more than they look. Empty lines like these are not an unfinished draft but next year's shopping list, written in the order somebody would go and get them.

The empty lines are drawn the same size as the filled ones, on purpose THE READING WHAT IT SAYS WHAT WOULD FILL IT Rivalry not established A published fact about how the two named makers behave towards each other A new seller setting up not established A published cost of setting up, or one arrival or departure on record What else a buyer could use not established Anything outside the register trade named as a place that money would go The buying side One named buyer holds the terms Stands. The Sunrise Public School group. The input side The terms sit at one small counterparty Stands. One named servicing contractor. TWO OF FIVE STAND Three of five are recorded not established. The count is the verdict. Anjani Stationers, an invented business.
Two of five stand and three of five are recorded not established, the count is the verdict, and the three empty lines are next year's shopping list rather than an unfinished draft.
Try it out

3. The final step of the published run puts five readings in one place. Which condition must hold before it passes?

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Why does the order run that way round, and not the other?

The order of work has now been asserted twice and earned nought times, so earn it here, on the two published years. Three questions, asked in a fixed sequence, and the sequence is the whole lesson.

Question one, did the price side move? The contribution margin read 42.75 per cent and then 42.78 per cent. So no, it did not. The price question is settled from the accounts alone, cleanly, in one line.

Question two, did the bottom line move? The operating margin read 22.08 per cent and then 15.37 per cent. So yes, and by a great deal. The bottom-line question is settled from the accounts alone too, just as cleanly.

Sit with the fact that those two answers do not sit comfortably together. The discomfort is the finding rather than a defect in the reading. Nothing squeezed each sale, and yet a great deal less survived the year.

Question three, where did it go? Into the standing costA cost that does not wait for a sale. Space taken on a lease, somebody on a monthly salary, wear on a machine already standing in the works. base. The standing bill rose Rs 24,40,000/- between the two years, on three things in particular: people, space, and a binding operation the business bought into. And here is the part worth noticing. The accounts answered question two perfectly and could not answer question three at all without a line that sits in a note and a line that sits nowhere.

The point generalises well beyond registers. A division gives the size of a movement. A decision gives its cause. The two live in different documents, and only one of those documents is audited. A shopkeeper's till roll records every sale of the year to the rupee and will never record that the road outside was dug up in March. The till roll is not wrong. A till roll was never the place where March lived.

Two questions the accounts answer, and one they cannot QUESTION ONE Did the price side move? Contribution margin 42.75 per cent, then 42.78 per cent. No. SETTLED FROM THE ACCOUNTS QUESTION TWO Did the bottom line move? Operating margin 22.08 per cent, then 15.37 per cent. Yes, by a lot. SETTLED FROM THE ACCOUNTS QUESTION THREE So where did it go? People, space, and a binding operation bought into. Not one of those three arrives in the accounts under its own name. THE STATEMENTS CANNOT FILL THIS A division gives the size of a movement. A decision gives its cause. Anjani Stationers, an invented business. Illustrative figures.
A division gives the size of a movement and a decision gives its cause, and the two live in different documents, which is why the order of work runs from the decisions to the outcome.

How Business Economics Affect Financial Outcomes: what did three decisions do?

One instruction about that Rs 24,40,000/- is short enough to reproduce whole.

In the words of the treatment that published the divisionName where the Rs 24,40,000/- sits, because the components are on the face of the statement even though the split is not.

Naming where the money sits is the second half of the work, and everything below unpacks it.

The rise sits in three places. Pay went up by Rs 6,00,000/-. Whatever part of other operating costs stands still whether or not a register sells went up by Rs 11,40,000/-, most of that being a second warehouse the business took across the year. Wear and write-down on what it had bought went up by Rs 7,00,000/-. Put the three together and 6,00,000 plus 11,40,000 plus 7,00,000 lands on Rs 24,40,000/- precisely, leaving nothing over to allocate anywhere. And the label goes in the same breath as the figures, here and everywhere below that names them: that three-way division was somebody working it out, not the business stating it.

The finer reading is better than the coarse one, so take it now. Employee benefits expense is a prescribed headA line a set of published accounts is required to present under its own name, rather than one the business chose to show or group as it pleased., printed on the face of the statementStanding as its own line on the statement, instead of being tucked into the notes behind it or left for the reader to put together.. So is depreciation and amortisation. Two of the three parts are therefore nothing more than movements in those two named lines, and 6,00,000 plus 7,00,000 comes to Rs 13,00,000/-. Over 24,40,000 that is 53.28 per cent of the rise. Both can be read off, and read off again by a second person tomorrow.

The middle part cannot be read off anything at all. Dividing a cost by how it behaves, into what moves with each sale and what stands still, is simply not a thing any statement is asked to show. Nobody withheld it and nobody was ever required to publish it. So the finding is sharper than the version most readers land on: the widest slice of that total, the 46.72 per cent, was never published by anyone, and the total coming out perfectly is exactly what keeps that fact out of sight.

The componentThe riseIts share of the riseHow a reader gets it
Employee benefits expenseRs 6,00,000/-6,00,000 over 24,40,000, or 24.59 per centRead off a prescribed head on the face of the statement
The fixed part of other operating costs, mostly the second warehouse taken during the yearRs 11,40,000/-11,40,000 over 24,40,000, or 46.72 per centBuilt, not read. No statement presents a cost divided by behaviour, so this share is an estimate rather than a disclosure
Depreciation and amortisation on the assets boughtRs 7,00,000/-7,00,000 over 24,40,000, or 28.69 per centRead off a prescribed head on the face of the statement
The rise in the standing billRs 24,40,000/-100.00 per centTwo parts read, one part built, and the total is a product of the same estimated split

Then the claim this whole section exists to land. Not one of those three decisions was a decision about a financial outcome. Taking on people is a decision about work getting done. Taking a second warehouse is a decision about where stock sits. Buying into a binding operation is a decision about a stage of production. The treatment where the division was first published says so directly.

In the words of the treatment that published the divisionNot one of those three decisions was a decision about operating leverage, and yet together they raised it by 44 per cent.

The margin did not fall because anybody chose a margin. The margin fell because three people in three meetings solved three different problems, and the accounts added their answers up afterwards without being asked.

Households do this constantly and never call it economics. In one year a household takes on a second scooter for the commute, moves to a flat one floor larger, and starts paying somebody to mind the children in the afternoon. Three decisions, three separate reasons, not one of them about the monthly surplus. Between them they account for the whole of what happened to the monthly surplus. Nobody wrote the split down at the time, so nobody in the household could say which of the three did how much.

The widest part of a total that sums exactly is the part nobody published The rise in the standing bill: Rs 24,40,000/- EMPLOYEE BENEFITS Rs 6,00,000/- 24.59 per cent THE FIXED PART OF OTHER OPERATING COSTS Rs 11,40,000/- 46.72 per cent. Built, not read. mostly the second warehouse taken during the year DEPRECIATION AND AMORTISATION Rs 7,00,000/- 28.69 per cent READ OFF PRESCRIBED HEADS: Rs 13,00,000/-, being 53.28 per cent of the rise NOBODY PRESENTS THIS LINE: 46.72 per cent of a total that sums exactly THE SPLIT IS AN ESTIMATE, NOT A DISCLOSURE Two components read off the statement, one assembled. 24.59 plus 46.72 plus 28.69 is 100.00. Anjani Stationers, an invented business. Illustrative figures.
Two parts of the rise are movements in named lines a statement must show, while the widest part at 46.72 per cent is one no statement carries, so a total that comes out perfectly is hiding a slice nobody published, and the split is an estimate, not a disclosure.
Try it out

4. One part of the Rs 24,40,000/- rise sits in no statement anywhere. Which part is it, and what follows?

One thing is easy to say and hard to feel: that a rise in what stands still comes straight off what survives. Everybody agrees with that sentence and then, five minutes later, reads a fallen margin as a fact about the trade. So before the panel below moves anything, predict what it will show.

Try it out

5. A panel in this guide holds contribution at Rs 1,15,50,000/- and revenue at Rs 2,70,00,000/- and moves the standing bill rise from nought up to the published Rs 24,40,000/-. What will the operating margin read at the left-hand end?

Play with it

What a standing bill does to a margin, with the price side nailed down

Five positions, each a step of Rs 6,10,000/-, running from nought in place to the published Rs 24,40,000/- in place. Watch the outer bar never move while the block inside it climbs, and watch the marker walk down a scale that is drawn once and never rescaled.

The outer bar never moves. Everything that happens, happens inside it. CONTRIBUTION, HELD AT Rs 1,15,50,000/- OPERATING PROFIT Rs 65,90,000/- THE STANDING BILL Rs 49,60,000/- Revenue held at Rs 2,70,00,000/- THE OPERATING MARGIN, ON A SCALE DRAWN ONCE 24.41 per cent 15.37 PER CENT the published second year 24.41% THE SPLIT BENEATH THE Rs 24,40,000/- IS AN ESTIMATE, NOT A DISCLOSURE
noughtRs 6,10,000/-Rs 12,20,000/-Rs 18,30,000/-Rs 24,40,000/-

Standing bill Rs 74,00,000/- | Operating profit Rs 41,50,000/- | Margin 15.37 per cent

Held at every position: contribution Rs 1,15,50,000/-, revenue Rs 2,70,00,000/-, the opening standing bill Rs 49,60,000/-, and the contribution margin at its published 42.78 per cent. The price side does not move on this panel at all.

Educational illustration. The rise of Rs 24,40,000/- is published; the four positions short of it are steps of Rs 6,10,000/- drawn to show the movement and are not figures anybody published. The three-part split beneath that rise is an estimate, not a disclosure, and moving the total here does not move the split. Moving a standing bill moves a margin, and it settles nothing about the price of a register, the worth of the business, or why any of the three decisions was taken. Anjani Stationers Private Limited is an invented business and every figure here belongs to it and to no real one.

Private Equity Analyst Bootcamp — Fin Maverick Hypothesis Testing — free micro-course from Fin Maverick

The arithmetic closes with nothing left over. So what has it proved?

The reconciliation is worked in the open. How persuasive it is should register before anything is said about what it is worth. ContributionWhat one sale leaves behind after the costs that sale itself caused. It is the money available to meet the bills that turn up regardless. rose from Rs 1,02,60,000/- to Rs 1,15,50,000/-, a rise of Rs 12,90,000/-. The standing bill rose Rs 24,40,000/-. Take one from the other and 12,90,000 less 24,40,000 is minus Rs 11,50,000/-. Now look at what actually happened to operating profit: Rs 53,00,000/- down to Rs 41,50,000/-, a fall of Rs 11,50,000/-. The same figure, to the rupee, with nothing left over for any other cause.

The closed loop is a genuinely satisfying object, and it is also the exact moment the awkward thing has to be said. The figure that closed the loop rests on a split that was built rather than read, so a constructed split cannot confirm the level it was built out of. Both sides of that subtraction were assembled from the same set of accounts using the same estimated division of cost by behaviour. The two sides could not have disagreed. Agreement between two things that share an input is not a check; it is arithmetic being consistent with itself.

So there is a test, it takes a minute, and almost nobody runs it. Set the ingredients of each route side by side, in full, and see whether one quantity turns up on both lists. If it does, the two routes were never separate. The word carrying the damage is always independent, and it goes unexamined because two numbers agreeing feels like the checking has already been done.

A published example makes the trap concrete. Three separate builds of one marketplace each came to rest on the very total they had been divided out of in the beginning, and not one of the three checked anything. A headcount multiplied by that same total over a headcount can only ever give the total back, so each loop shut on the figure it had opened from.

Two people check a shopping bill. Both of them add up the same printed list of prices and both get the same answer. Agreement establishes that neither of them made a mistake in addition. Agreement does not establish that the shop charged the right price for anything on the list, and no amount of re-adding will ever reach it.

Now the honest close. The modest claim is still a real one. The arithmetic does locate which term the movement came out of, and that is worth having: it puts the movement in what stands still rather than in what moves with each sale, and it rules out the trade story that most readers would have written. Locating the term is a weaker claim than the closing of the loop makes it feel, and stating plainly which of the two claims is being made is the whole of the discipline.

The estimate is sitting inside the thing that closed CONTRIBUTION, UP Rs 12,90,000/- 1,15,50,000 less 1,02,60,000 - THE STANDING BILL, UP Rs 24,40,000/- Rs 11,40,000/- OF THIS WAS BUILT, NOT READ = OPERATING PROFIT, DOWN Rs 11,50,000/- 53,00,000 less 41,50,000 IT CLOSES WITH NO RESIDUE, TO THE RUPEE AND IT STILL CANNOT CONFIRM THE SPLIT IT WAS BUILT OUT OF Both sides came out of one set of accounts and one estimated division of cost. They could not have disagreed. The split is an estimate, not a disclosure. What it does establish: which term the movement came out of. That, and no more. Anjani Stationers, an invented business. Illustrative figures.
The arithmetic closes with nothing left over and it still cannot confirm the split it was built out of, because a constructed split cannot confirm the level it came from; it locates which term the movement came out of, which is a different and weaker claim.
Try it out

6. Contribution rose Rs 12,90,000/-, the standing bill rose Rs 24,40,000/-, and the Rs 11,50,000/- between them is exactly the fall in operating profit. What has that arithmetic established?

Hypothesis Testing teaches you to run a test, say what it can and cannot support, and recognise a manufactured result.

Which column did each of these three figures come out of?

The discipline set out at the start now applies to the three decisions, one at a time. Beside each of the three stands its route.

People. Employee benefits expense is a prescribed head sitting on the face of the statement, so the movement of Rs 6,00,000/- is read, and the route is the statement itself. Who was taken on and to do what is not there and never was.

Space. The second warehouse taken during the year is named in prose where the split was published, so its existence is read. How much of the rise it accounts for sits inside the Rs 11,40,000/- component, and that component was estimated rather than disclosed. So one half of this line is read and the other half is built.

The binding operation brought inside. The stage is named. The stage carries no separate price in the published figures. The movement in depreciation and amortisation of Rs 7,00,000/- is read off a prescribed head, and the connection between that movement and the binding work is inferred rather than stated anywhere.

A reader who cannot say which column a figure came from cannot say what would change it. The bite is practical. If a figure was read, it changes when the business publishes a different one. If it was built, it changes when somebody revisits the assumption, and so it can change without anything at all happening in the business. Read and built are two entirely different kinds of instability, and they need telling apart before anybody leans on the number.

And where a line cannot be filled from a route that can be named out loud, it reads not established, and that line is exactly what next year's work goes and gets.

The wider column is the one nobody published WHAT IS READ WHAT IS BUILT PEOPLE Employee benefits expense Rs 6,00,000/- A prescribed head, read off Who was taken on, and to do what. No statement records it, and no note carries it either. The figure moved and the reason sits outside every document a reader can open. SPACE A second warehouse was taken during the year Named in prose. It exists. How much of the rise the warehouse accounts for. It sits inside the Rs 11,40,000/- component, and that component is an estimate rather than a disclosure. THE BINDING OPERATION Depreciation and amortisation Rs 7,00,000/- A prescribed head, read off That this movement and the binding work brought inside are the same story. The link is inferred by the reader and is stated in no document anywhere.
A reader who cannot say which column a figure came from cannot say what would change it, because a read figure moves when the business publishes a new one and a built figure moves when somebody revisits an assumption.
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The same number under two headings. So how does one word destroy it?

Close on the object that shows the whole argument in one move. Nobody makes an arithmetic error in it and nobody invents a number, and the figure is destroyed anyway.

Against a rated capacity of 4,00,000 registers in a year, the works turned out 2,50,000, so it ran at 62.50 per cent of that rated capacityThe yearly output a works is designed for, assuming its machines hold their stated rate through the hours available. A fact about the plant and about nothing else.. Put the idle part through at the same realised priceThe average amount per unit that actually reached the seller once every discount and allowance came off, worked out by dividing money received by units sold. of Rs 108.00/- and revenue would come to Rs 4,32,00,000/-. Filling the works and holding the price puts the operating margin at 25.65 per cent against the published year at 15.37 per cent. Moving from 2,50,000 registers to 4,00,000 is a rise in volume of 60.00 per cent, and it is a rise in volume and nothing else at all.

Every one of those figures is correct and every one is published. Now put a heading on the slide. Under SUPPLY CEILING AT THE SELLER'S OWN PRICE, the figure holds, so long as two things go with it. One, that sorting cost by behaviour was a judgement somebody made and not a thing the accounts stated. Two, that the price is pinned at Rs 108.00/- right across a year 60.00 per cent bigger in volume than the one published. State those two and the number is honest, a fact about machines and a price.

Now change the heading to ADDRESSABLE MARKET and change nothing else at all. The same digits, in the same order, on the same slide. Except that the new heading asks for three things nobody has: how many buyers there are who want a register of any kind, whether one of them would pay this particular price for this particular register, and where the edge of that group is drawn. A works has no opinion at all about whether the world wants what it makes.

A jug of water measured correctly to the millilitre is a correct figure. Labelled with how thirsty the street is, it is destroyed, without the water being touched.

Here is the part worth sitting with, and it inverts what most people expect. Being published and correct is what made the mistake hard to spot, not easy. A slide whose arithmetic reconciles to the operating accounts wears the look of something already checked, and in one sense it is. A slide with an obviously invented number invites a challenge from the first reader who looks at it; this one does not.

Same bar, same height, same digits. Only the heading changed. SUPPLY CEILING AT THE SELLER'S OWN PRICE ADDRESSABLE MARKET Rs 4,32,00,000/- Rs 4,32,00,000/- WHAT TRAVELS WITH IT, OR IT DOES NOT TRAVEL 1. The division of cost into the part that moves and the part that stands still is a judgement, not a disclosure. 2. The price is held at Rs 108.00/- through a year 60.00 per cent larger in volume. A fact about machines and a price. WHAT THIS HEADING NEEDS AND NOBODY HOLDS 1. A count of buyers who would want a register at all. 2. Some evidence that any of them would buy this one at Rs 108.00/-. 3. A boundary saying who is inside. A claim about buyers. Nobody holds it. SAME NUMBER. ONE WORD OF RELABELLING. Anjani Stationers, an invented business. Nobody made an arithmetic error and nobody invented a number.
Same number, one word of relabelling: under the honest heading it is a fact about machines and a price, and under the other it is a claim about buyers that needs three things nobody holds.
Try it out

7. A slide carries Rs 4,32,00,000/-, correctly worked as what filling the rated works would produce at its own realised price. Somebody heads the slide ADDRESSABLE MARKET. What went wrong?

The margin note that explained a seven point fall as competition, and every number in it was right

A reader picks up two years of one register maker's accounts. Revenue rose. Operating profit fell. The reader computes the operating margin correctly at 22.08 per cent and then 15.37 per cent, states the fall correctly at 6.71 points, and writes the sentence that comes to hand: margins are under pressure in this trade.

The note is right about the division and silent about the cause. Being precise about that matters. The diagnosis everybody reaches for is the wrong one. Nobody made an arithmetic error and nobody invented a number. A movement was measured, and then handed a cause that was never looked for.

The painful part is that the cause nobody looked for sits in the same accounts as the movement. The contribution margin held at 42.75 per cent and then 42.78 per cent, and those two published figures say between them that the price side did not move at all. A trade under price pressure shows it there before it shows it anywhere else, and it did not show it.

Then the note goes out, and what it costs can be named exactly rather than left as a vague loss of quality. Competition now sits in a document with a date on it and no route beside it, so the next reader takes it as established. A year later somebody asks what happened to margins, and the answer offered is competition. The actual finding, that a standing bill rose Rs 24,40,000/- on three decisions about people, space and a binding operation brought inside, never gets made, and by then nobody will remember that the competition line was supplied rather than found, so it cannot be corrected.

And the inversion is the part worth sitting with. Two percentages being right is what buried this, rather than what exposed it. A note whose division is visibly wrong gets argued with by whoever reads it next. A note whose divisions hold up reads like something that has already survived somebody checking it.

So the repair is not a better-written note. The repair is a habit: the route goes beside the figure before any cause does, and where there is no route to put, the line reads not established. A line naming what is missing has a future and a line carrying a supplied number has none.

Every number on this sheet is correct, and the note is still wrong MARGIN NOTE, SECOND YEAR WHAT THE NOTE COMPUTED Operating margin 22.08 per cent, then 15.37 per cent A fall of 6.71 points CORRECT CORRECT SITTING IN THE SAME ACCOUNTS, AND NOBODY LOOKED HERE Contribution margin 42.75 per cent, then 42.78 per cent. The price side did not move. WHAT THE NOTE CONCLUDED Margins are under pressure in this trade: competition THE ROUTE A movement was measured, and then handed a cause that was never looked for. Write the route beside the figure before writing the cause. Anjani Stationers, an invented business. The note is drawn for teaching and nobody wrote it.
The two margins are computed correctly and the conclusion beside them carries no route at all, which is why two correct percentages made this mistake hard to spot rather than easy.

Four lines that travel with any figure about a business, in this order

A lender's credit officer, an analyst reading two years of accounts and anybody in a household deciding whether a quoted figure can be leaned on all do the same thing with a number they were handed. Four lines, and they go in order.

One, what moved. In the units the business actually deals in, never as an adjective. Not costs rose sharply, but Rs 24,40,000/- more in what stands still. An adjective cannot be checked next year and an amount can.

Two, against what. Which denominator, and which period. Careful people lose figures right here. One gap divided two ways gives two correct and different numbers, and both of them will be defended by somebody who did the arithmetic properly.

Three, by which route. Read off a statement, sitting in a note, assembled by the analyst, or told by somebody who knows. If none of those four applies, the line is not finished. The route line does a great deal of work on its own. One of those two amounts was read and the other was built, so the route separates the Rs 6,00,000/- from the Rs 11,40,000/- on sight, without anybody recomputing a thing, and the split they belong to is an estimate rather than a disclosure.

Four, what would settle the part still open. Written as the fact somebody would have to hold, not as more work. More research needed is a line nobody can act on. A published count of makers, with a name against it is a line the next person can go and get.

A figure with all four lines blank is an assertion wearing the clothes of research.

Line three separates two components on sight, with no arithmetic at all ONE. WHAT MOVED Rs 24,40,000/- more in what stands still. An amount, never an adjective. TWO. AGAINST WHAT The standing bill, between the two published years. Name the denominator. THREE. BY WHICH ROUTE READ OFF A STATEMENT SITTING IN A NOTE ASSEMBLED BY THE ANALYST TOLD BY SOMEBODY Rs 6,00,000/- employee benefits Rs 11,40,000/- the fixed part, an estimate FOUR. WHAT WOULD SETTLE THE PART STILL OPEN A published count of makers, with a name against it. Not more research. A figure with all four lines blank is an assertion wearing the clothes of research. Anjani Stationers, an invented business. The split is an estimate, not a disclosure.
A figure with all four lines blank is an assertion wearing the clothes of research, and the route line alone separates the component that was read from the component that was built.
Try it out

8. A figure arrives for a business the analyst has never looked at. Which single line, written beside it, does most to make it usable a year from now?

One word under a second heading undoes the number. See what business analysis requires.

What does a first-hand document leave behind, and what does a first-hand act leave?

Three separations, one clause each, and then the work is handed on.

The order in which one document outranks another as evidence, and what makes a record an original one in the first place, are both settled at length elsewhere in these notes, and used here rather than rebuilt.

Management's choices, and how a reader tells a choice apart from a consequence, form a different question from where the evidence for either came from. Somebody deciding to take a second warehouse and somebody working out afterwards what the warehouse did to the margin are two separate acts, and only the second one belongs here.

And the separation this whole reading order exists for, stated once and worked through in full under the subjects named below. Something being first-hand is a property of a document, and doing something first-hand is a property of an act, and the two cross rather than nest. A published statement is an original record that a second reader can open on their own, and reaching it means working from a record somebody else made. An answer given by the person who actually knows is as first-hand as anything gets, and it leaves behind no document for anybody to open, so it has to carry a name and a date instead of a citation.

Where this is set

What is local here, and what is not

Everything local in this guide is cosmetic. Amounts are in rupees, digits are grouped the way they are grouped in India, a name carries Private Limited after it, and a register maker sells on a rhythm set by when schools buy. Change all four and not one sentence of the argument moves. No level, no threshold, no filing rhythm and no dated requirement appears here, and none is needed.

The mechanism is entirely universal. A cost that stands still comes off what survives in every business anywhere. A division gives the size of a movement and never its cause in every set of accounts ever drawn up. And a figure with no route written beside it cannot be corrected in any country. Anybody wanting the current position on what a statement must present reads it at its own source on the day they need it, and records that date.

Where this guide stops. Its subject is the order in which a business is worked on, what its operating decisions do to its financial outcomes, and what has to travel beside a figure before that figure is finished. Eleven subjects raised here and left standing are settled separately, and the table names each one.

The question a reader arrives withRead instead
How one document outranks another as evidenceSource Hierarchy: Ranking Evidence From Filing to Commentary
What makes a record an original one, and who the accountable party isPrimary Source: What Counts as One and Why It Ranks First
Framing a question so that it can be answered either wayResearch Question: How to Frame One That Can Actually Be Answered
Keeping working papers rebuildable by a second personAudit Trail: Making Analytical Work Reproducible
What a published statement offers a reader, and what it never recordedCompany Filings as a Research Source: What Each Document Offers
Drawing the field a business sells into, before judging where it standsCompetitor Mapping: Drawing the Field Before Judging Position
Building a disagreement with a reading somebody wrote downThe Variant View: Disagreeing With Consensus, With Reasons
What a conversation with somebody who knows can and cannot settlePrimary Research: Talking to People Who Actually Know
Sorting those two kinds of work against each otherPrimary vs Secondary Research: What Each One Can Settle
What management chose to do, as against what merely followed from itCompany Research vs Investment Research
Telling a fact from an inference from a scenario inside a write-upHow to Separate Facts, Inference and Scenarios in Company Research
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Two names recorded for existing, and one row standing behind every amount

Named forWhere that was readSiteRead on
That a public register exists into which companies place their yearly accounts, and that a statement of profit and loss has heads it is required to present under their own names. Two existences, and not a syllable more. The row stands behind one sentence and one only: dividing a cost into the part that moves with each sale and the part that stands still is not something any statement is asked to present. Ministry of Corporate Affairsmca.gov.in27 August 2026
The idea that a field is worked through in a fixed order rather than in whatever order the evidence happens to surface. The seven-step run set out here is a five forces sweep, so the frame behind it is named. A book is a source for a way of ordering work and is never a source for a number. Michael E. Porterworldcat.org27 August 2026
Every rupee amount, every margin and every share printed here belongs to the case business. The three-part division of the Rs 24,40,000/- was worked out elsewhere in these notes and stamped there as an estimate rather than something the business itself stated, and it arrives with the stamp still on it. These notesfinmaverick.com27 August 2026

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

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Subtopics

How to Analyse a Business Before Analysing Its FinancialsHow Business Economics Affect Financial Outcomes
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