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Hedge Funds Analyst · CoreTrack
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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…
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vEarnings Analysis
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viQuality of Earnings
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Thesis Discipline: Holding a View Without Defending It

Thesis discipline is holding a view firmly enough to act on and loosely enough to drop, and it is decided before the evidence arrives rather than after. The view is written down, then the two or three assumptions it rests on, then what would contradict each one. Thesis risk then becomes measurable: it is the chance that one of those named assumptions is wrong.

What is this price asking a buyer to assume?

Work it out

Step one: what does this price require of earnings?

Five figures. Two are read off documents and three are the analyst's own, and each field says which it is. The calculator opens on Sarvani Coatings Limited, invented, so a complete worked example runs before anything is changed. Nothing is stored and nothing leaves the calculator: the figures go when the tab does.

Read off the documents
The analyst's own, and written in no document anywhere
The build-up, one step at a timeWhat the step doesAmount
Yearly earnings growth required
—
Earnings needed at the end
—
Against published earnings
—
An illustration of a computation, not a valuation. The growth printed is a requirement manufactured by the figures entered: it says what earnings would have to do for the price to deliver the return assumed, and nobody can forecast whether they will. The rate is shown to one decimal place, so running the ladder back on the printed rate instead of the unrounded one lands a little away from the price entered; the reconciliation ties on the unrounded rate and states the difference either way.
Play with it

Step two: the requirement attributed to assumptions that have actually been written down

A requirement is not a thesis until somebody attributes it. Each assumption takes the share of the requirement it carries, together with what would have to arrive before anybody could contradict it, and the ones evidence has contradicted are struck out. One rule is held in every state: the shares attributed, plus whatever is left over, always come to exactly what the price requires. Points that stop being attributed do not leave. The unattributed points come to rest on nothing written down, and the bar shows them in red. The slider at the end walks the failure that thesis discipline exists to prevent, and the calculator can be driven into it.

Assumption one: the gross margin gain persists
Assumption two: the share of the field keeps moving
Assumption three: the rating at the end is near 25.0 times
Which of them has evidence actually contradicted?
And how many quarters of quiet softening have gone by on the ones still standing?
as writtenone quarter ontwo quarters onthree quarters on
Standing as written
—
Points on something named
—
Points on nothing named
—
Dated entries in the file
—
Standing, watched by nothing
—

Educational illustration. The split of the requirement into 10.0, 8.0 and 6.2 points is a teaching construction rather than a decomposition anybody computed, and it is there to be replaced. Nothing in this ledger is a probability. Weighting one assumption against another would need a likelihood that each assumption is wrong, a distribution over outcomes and a track record of views held before, and none of the three exists here. The ledger counts what has been written down and what has not.
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What does thesis discipline actually mean, and what is it not?

The calculator valued nothing. Given a price and four choices, it returned what the price requires of earnings: at the illustrative Rs 486/- for Sarvani Coatings Limited, invented, with the analyst's own required returnThe annual return an investor decides is needed before the money would be better used elsewhere. A preference, not a measurement, and one built up separately. set at 12 per cent and a 25 times rating assumed for the end of year five, roughly 24.2 per cent yearly earnings growth. The rest is the part no calculator can do: holding that requirement as a view, and keeping the record that makes holding it auditable.

The word carries the wrong associations. Discipline here is not conviction, not the ability to sit still while a price moves against the holder, not humility, and not a temperament somebody either has or does not have. Each of those describes a person, and none of them can be checked by anybody, including the person.

Thesis discipline is narrower and far more boring. Thesis discipline is an ordering. The conditions under which the view changes are written before the evidence that would trigger them exists, and everything else follows from that single ordering. Nothing about the conditions is clever. The timing is what makes them work.

The same ordering runs through ordinary life. A household decides in January that the second mobile connection goes if it ever costs more than Rs 400/- in a month. In January nobody knows which month will be the expensive one, so the rule has teeth. When the same household decides in June instead, holding a Rs 460/- bill, whether that counts as too much, there is a reason it was high that month, and there is always a reason. The June decision is not worse because the household is weak. The evidence and the rule simply arrived in the wrong order.

THE ORDERING IS THE WHOLE OF IT WRITTEN FIRST, WHEN NOBODY KNOWS WHAT WILL ARRIVE the view, in one sentence the two or three assumptions what would contradict each one the date it was all written THEN the evidence arrives, and the response to it was settled before it did THE SAME FOUR THINGS, WRITTEN AFTER The evidence arrives first, and it is already sitting on the desk the response, now the reason is known the assumption, softened to fit a reason, reconstructed after no date, because there was no before Both tracks contain the same four items. Only the order in which they were written is different, and only one of them can be checked later.
The same four items appear on both tracks, and the only difference between a testable view and a position is which of them was written before the evidence landed.

Why does defending a view feel like the honest thing to do?

Because of what happens the moment a view leaves the notebook. Shown to one colleague, it stops being a claim under test and becomes a position being held. Nothing about the analyst has changed, and yet everything arriving afterwards arrives already sorted into the parts that help and the parts that need explaining. The sorting never announces itself: nobody thinks the thought "I will ignore this." The unhelpful item simply arrives with a reason attached, and the reason is usually correct. The quarter was seasonal. The comparison base was odd. One customer pushed an order into the next period. The sorting happens to careful people. The remedy therefore has to be procedural rather than a resolution to be more open minded. Being told to try harder gives an honest analyst nothing to do on Monday morning.

The everyday version: a landlord tells relatives at a wedding that the new tenant is completely reliable. Two months later the rent arrives eleven days late. The landlord recalls that the tenant mentioned a delayed salary, notes that the previous tenant was worse, and files it as a one off. Every step of that is reasonable. The missing item is a line written on the day the tenant moved in saying what would count as unreliable. Such a line would have been written by somebody who did not yet have a view to protect.

WHAT A SHARED VIEW DOES TO EVERYTHING THAT ARRIVES AFTER IT a quarter a margin line a filing a peer result an input price THE VIEW ALREADY WRITTEN DOWN AND SHOWN TO SOMEBODY KEPT: this one supports the view the margin line, read as confirmation the peer result, read as the same story the filing, read as no news and therefore fine no reason needed for any of these EXPLAINED: this one needs a reason first the quarter, because it was the monsoon one the input price, because it is one month every reason above may be perfectly true, which is what makes the sorting invisible
Five items arrive from the same source, and the ones that support the shared view need no reason attached while the ones that do not are each given one that may well be correct.
Try it out

A view has been written down and shown to a colleague. What has changed about how the next result arrives?

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

What is Thesis Risk, and what makes it measurable?

Thesis risk is the chance that one of the assumptions carrying the view is wrong. One word is doing the work: the assumptions, definite, particular, countable. Thesis risk is not a mood about how confident anybody feels. Thesis risk is a property of a list, and if there is no list there is no property.

Which is why the naming comes first. Once it is written down that the view rests on three things and not on forty, each can be weighed on its own: which of them does the most damage if it is wrong, and which of them anybody could actually watch. Neither question can even be asked about an assumption nobody has written down.

A view with no written assumptions has no thesis risk that anybody can state, and that is a very different thing from having none. The risk is fully present and simply invisible, including to the person carrying it. Consider a shopkeeper who buys ninety per cent of the shop's stock from one wholesaler two streets away. Nothing has ever gone wrong, so the shopkeeper says the shop has no supplier risk. The concentration exists whether or not anybody has written it down. Writing it down does not create it; writing it down is the moment it becomes something arithmetic can be done about.

THE SAME VIEW, TWICE. ONLY ONE OF THEM HAS A STATEABLE THESIS RISK. ASSUMPTIONS NAMED 1 the gross margin gain persists 2 the share of the field keeps moving 3 the rating at the end is near 25 times THESIS RISK, STATEABLE three named assumptions, of which one has a weak way of watching it and one has none at all NOTHING WRITTEN DOWN the assumptions are all still here and not one of them is named THESIS RISK, NOT STATEABLE nothing here can be weighed, watched or contradicted, which is not the same as there being nothing to weigh
Both panels carry identical assumptions and identical exposure, and only the left one produces a thesis risk that a second reader could weigh, watch or contradict.
Try it out

A colleague says their view on an issuer carries no thesis risk at all. What has most likely happened?

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

What has to be written down before any evidence arrives?

Four items, and the whole thing fits on half a sheet of paper. The view, in one sentence. The two or three assumptions it depends on. For each of them, what would contradict it. And the date.

The first two are the parts people manage: writing a view in one sentence is uncomfortable but doable, and listing the assumptions underneath it is what a careful reader does anyway. The third item is where almost every file falls down, and it is the item that does all the work.

Contradicting an assumption takes an observable: a specific thing a reader could see, arriving from somewhere specific, in a form that settles something. Not a feeling, not a direction, not a trend. If the assumption is that the gross margin gain persists, an answer such as margins get worse is useless. There is no year in which nothing gets slightly worse. A segment disclosureA breakdown in the published accounts showing revenue and profitability for each separately reported part of a business. The contents are set by accounting standards, covered in the accounting material., or a volume and realisationRevenue divided by the units actually sold, so the average price a maker realised per unit. Built and used in the earnings material. split separating pricing from mix, is an observable: either it turns up in a filing or it does not, and if it turns up it says something.

The observable is the item people leave out, and leaving it out is what turns a written thesis back into an unwritten one. An assumption with nothing watching it can never be contradicted, so it will still be sitting there, unchanged and unchallenged, four years from now. Going out and hunting for the evidence that would break a held view is a separate practice, covered separately. Only the ordering matters here: the disconfirming evidenceEvidence that would count against a view rather than for it. How to go looking for it deliberately is a practice of its own, developed in the sequence that follows this one. is described on the same day the assumption is, before anybody knows whether it will ever turn up.

HOW MUCH OF EACH ASSUMPTION AN OBSERVABLE WOULD ACTUALLY SETTLE the share of the field keeps moving watched by: the share figure, on the same base, every year arrives every year the gross margin gain persists watched by: a segment or realisation split, if one is filed might arrive the rating at the end is near 25 times watched by: nothing at all, and the blank is the entry no observable exists at all none of it testable all of it testable
An assumption watched by a figure that arrives every year can be contradicted, one watched by a disclosure that may never come is weaker, and one watched by nothing can never be contradicted at all.
Try it out

Write an observable for the assumption that the gross margin gain persists. Which of these qualifies?

Try it out

The price falls twelve per cent and no disclosure of any kind has been made. Does the view get revised?

What separates a revision from a drift?

A revision is a dated change that names the evidence which caused it and the assumption it touched. Three parts, all present, or it is not a revision. A drift is a view that differs from the one held last quarter with no recorded reason for the difference.

The distinction needs a name because of an asymmetry: a revision is visible and a drift is not. A revision leaves a line in the file with a date on it, findable again in a year. A drift has no moment at which it happened, no line to look up, and no entry to be embarrassed by. Drift is far more common than revision, and it is invisible unless the earlier version was written down. A file without dates cannot show that any drifting occurred.

The street version is a vegetable seller who never writes prices down. Asked in April what a kilo of onions cost in January, the seller gives a confident answer that is off by a third, and is not being dishonest. There is nothing to check against. The seller two stalls down chalks the price on a board each morning and rubs it out at night, and can say exactly what happened. The board existed at the time, so memory did not have to do the work.

TWO FILES, ONE YEAR APART AT THE START AND AT THE END A REVISION, THREE TIMES dated: quarter one assumption touched: the margin one evidence: the realisation split filed dated: quarter two assumption touched: none evidence: checked, nothing arrived dated: quarter three assumption touched: the share one evidence: the yearly share figure every step is findable a year later A DRIFT, ALSO THREE TIMES the view, as held at the start of the year NOTHING RECORDED no date, no evidence, no entry the view, as held at the end, materially different no step is findable, including by the writer
Both files ended the year holding a different view from the one they started with, and only the left file can say when the change happened, what caused it and which assumption it touched.

What has an update that changed nothing actually produced?

The accounts are read, the margin line checked, the disclosure the observable named looked for, and at the end of the day nothing changes. The day feels wasted, and it was not.

Establishing that no named assumption was touched is a result. A file of unchanged views with dated checks against them is stronger evidence of discipline than a file full of revisions. The intuition runs the other way. Frequent revision looks responsive, and it may well be. Frequent revision also looks exactly like a file belonging to somebody who never wrote an observable, so every arriving item might mean something and nothing can be ruled out.

A security guard writes in the register at two in the morning that nothing happened. The entry is not a blank. A named person has signed a statement that the gate was watched at that hour and was clear, and a register full of those entries is what makes the one entry that is not blank worth something. A register with no two o'clock entries says nothing about two o'clock, in either direction.

Try it out

A full day goes on a result and nothing in the file changes. What did the day produce?

When is a view dropped rather than adjusted?

A view is dropped when the assumption carrying it has been contradicted. Not when the price has moved against it, and not when holding it has become uncomfortable. Only one of those three triggers is about the business.

The hard case sits in between. Adjusting an assumption downwards just far enough to keep the view alive is drift in its hardest form, and it is far easier to see in somebody else's file than in one's own. The assumption said the gross margin gain persists. The evidence is awkward but not fatal. So the assumption quietly becomes that a good part of the gain persists, the view survives, and nothing is recorded as having changed. From where the analyst is sitting, nothing has.

The test that catches it is mechanical, and mechanical is the point. Compare the words in the assumption today with the words on the day it was written. Not the conclusion, the words. If they have moved and no dated entry explains the move, the view was not adjusted. The view was propped up.

Try it out

An assumption is softened slightly for the fourth quarter running, and the view survives each time. Revision or drift?

What does the written record have to contain to be worth keeping?

Five things, and nothing else. The original view in its original words. The assumptions as first written. The observable attached to each. Every dated revision. And the evidence behind each one, named specifically enough that somebody else could go and look at the same thing.

The shape is not tidiness and it is not compliance. A record kept this way preserves what was thought before the outcome was known, so it is the only arrangement that lets an analyst find their own errors later. A summary written at the end of the year is written by somebody who already knows the answer, and it will be a clean, confident and quietly wrong account of what actually happened in March.

THE WHOLE RECORD, ON ONE CARD SARVANI COATINGS LIMITED, INVENTED, WRITTEN ON THE DAY THE VIEW WAS FORMED 1 THE VIEW, IN ITS ORIGINAL WORDS The price carries about 24.2 per cent compound earnings growth for five years, and the record so far supports 13.9 per cent revenue growth with the margin question unresolved. 2 and 3 THE ASSUMPTIONS, AND WHAT WOULD CONTRADICT EACH margin gain persists watched by a segment or realisation split that may never arrive share keeps moving watched by the share figure, on the same base, every year rating near 25 times watched by nothing, and that blank is itself the entry 4 and 5 EVERY DATED ENTRY, AND THE EVIDENCE BEHIND IT first check nothing arrived, no assumption touched, checked and dated second check split filed, realisation flat, assumption one contradicted, view changed third check price moved twelve per cent, no assumption touched, checked and dated Two of those three entries changed nothing, and the card would be worth less without them.
One card holds the original words, the three assumptions, the observable attached to each including the blank one, and three dated entries of which only the middle one changed anything.

The whole of it, worked on one invented issuer

Here the procedure is carried out once, on Sarvani Coatings Limited, using only figures already established in the earlier sequences and the calculator above at its opening settings. The procedure ends in a statement of what the price requires and where the exposure sits, never in a figure of what the shares are worth.

The view, in one sentence. At the illustrative Rs 486/- against published year three earnings per share of Rs 11.58/-, on a 12 per cent yearly return and a 25 times rating at the end of year five, both of them the reader's own choices, the price carries about 24.2 per cent compound annual growthA single yearly rate which, applied repeatedly, turns a starting figure into an ending figure over a stated number of years. Built in the quantitative methods material. in earnings for five years, while the most recent published year delivered revenue growth of 13.9 per cent with the source of the gross marginRevenue less the cost of materials, expressed as a share of revenue. Where it sits on the profit ladder is settled in the accounting material. gain still unresolved.

The ladder behind that sentence, in four steps. Rs 486/- taken forward five years at the required 12 per cent has to reach Rs 856.50/-. Rated at 25 times, a price like that needs earnings of Rs 34.26/- a share. Set against the published Rs 11.58/-, earnings have to become 2.96 times what they are, and the single yearly rate that does that in five years is 24.2 per cent. Each step is one multiplication or one division that can be checked, and not one of them is a forecast.

The 24.2 per cent and the 13.9 per cent are not the same kind of number, so one bridge has to be stated before they can be set beside each other. The first is an earnings growth rate; the second is a revenue growth rate, year three against year two, on revenue of Rs 2,415 crore against Rs 2,120 crore. The two rates line up only if the margin holds flat and nothing below the operating line moves. Year three earnings actually grew 41.1 per cent, from Rs 197 crore to Rs 278 crore. The 41.1 per cent clears 24.2 per cent easily and still cannot be projected forward. Most of what produced it was a single year move in gross margin, 44.0 per cent to 46.0 per cent, a gain of 2.0 points. A margin that steps up once has stepped up once. The margin has not begun to grow.

The assumptions, named. Three, and the view rests on nothing else. First, that some material part of the 3.0 point gross margin gain from year one to year three persists. Second, that the share of the fieldHow large a slice of the whole described sector one maker accounts for, measured on revenue. Constructed in the sector research material. keeps moving, having moved 0.13 percentage points last year in a field growing 11.0 per cent. And third, that the exit ratingThe multiple of earnings other buyers are assumed to apply at the end of the holding period. The exit rating is a guess about a future crowd, not an assumption about the business. five years out is near 25 times.

Try it out

Which of those three assumptions has no observable attached to it at all?

The observables, one line each. For the first: a segment disclosure, or a volume and realisation split that separates pricing from mix. A disclosure of either kind may arrive and may never arrive. For the second: the share figure, computed against the same sector base every year and arriving annually whether or not it is convenient. For the third: nothing. No filing, disclosure or statistic anybody could watch would contradict an assumption about how other buyers will price these earnings in five years. The blank is not an oversight here. The blank is the entry.

The thesis risk, stated. Three named assumptions, of which one is watched by a figure that arrives every year, one by a disclosure that may never come, and one by nothing at all. The sentence is the measurement. The sentence says where the exposure sits, which part of it reading can reduce, and which part no amount of work can.

Now stress it, with three arrivals in the year after the published record. The next result shows gross margin holding at 46.0 per cent and no segment disclosure appears: assumption one is neither confirmed nor contradicted, because the observable did not arrive, so nothing is revised and the date is recorded. A volume and realisation split is filed instead, showing realisation flat while input cost per unit keeps rising: assumption one is contradicted directly, the view changes, and the change names the evidence. Or the price falls twelve per cent with no disclosure of any kind: nothing is touched. Other people changing their minds affects none of the three named assumptions, and a reader who revises here has drifted. Only the middle arrival produced a revision, and the file records all three.

THREE ARRIVALS, THREE CORRECT RESPONSES, ONE REVISION Gross margin holds at 46.0 per cent and no segment disclosure appears. A realisation split is filed: realisation flat, input cost per unit still rising. The price falls twelve per cent and no disclosure of any kind has been made. The observable did not arrive. Nothing revised. The date is recorded. Assumption one is contradicted. The view changes, naming this. Nothing is touched. A reader who revises here has drifted, not revised. NO REVISION A REVISION NO REVISION All three responses are correct and all three are recorded with their dates. The bottom row says only which of them is a revision.
Two of the three arrivals correctly change nothing and are still recorded with their dates, and only the filed realisation split contradicts a named assumption and produces a revision.

How does anybody actually use this on a Monday morning?

An investment committee that reads twenty views a quarter cannot re-derive anybody's arithmetic. In three minutes the committee can ask for the assumption list and the observable attached to each item, then ask which of those observables has arrived since the last meeting. A view whose author cannot answer the second question has not been checked, whatever the note says at the top.

An analyst uses the same list in the opposite direction, as a filter on what to read. Results season produces more material than anybody can absorb, and the observable list names which two sheets of a two hundred sheet filing matter to the view and which one hundred and ninety eight cannot change anything held. The filtering payoff arrives on the first day, long before any of the auditing ones.

A household that has put money with a manager can use a smaller version: asking what would have to happen for the manager to sell. If the answer names something specific and checkable, there is a written thesis behind it. If the answer is about conviction and long horizons, there may still be a good process there, but nothing in that answer settles it.

The failure: an assumption that was never contradicted and never survived either

Meghna Iyer holds the view that the gross margin gain persists, written down properly with the three assumptions underneath it. Over the next four quarters the evidence that would settle the margin question never quite arrives in a form that settles anything. Such a stretch is the ordinary case rather than the unlucky one.

Something small and reasonable happens instead, four times over. In the first quarter the assumption is that the gain persists. By the second it is that some of the gain persists. By the third, that part of it persists. By the fourth, that enough of it persists to matter. No single quarter forced a revision, and each softening was smaller than the threshold at which anybody would write an entry, so no revision was ever recorded.

The view at the end of the year is materially different from the view at the start, and there is no dated line anywhere explaining why. Nothing in the file told Meghna she made the adjustment here, so she cannot say what she learned, cannot audit her own reasoning, and will make the identical adjustment on the next issuer she covers. The cost is not the wrong view; the cost is a full year of work that generated no evidence at all about the quality of the work. The slider in the calculator above walks the same four quarters: the view survives every one of them, the points stop resting on anything named, and the entry count never leaves nought.

The fix is one line of procedure. Assumption and observable are written down together, in one sitting, and from that day the assumption is either contradicted or it is not, with the date recorded whichever way it falls. There is no third state in which it quietly becomes a slightly different assumption.

HOW MUCH OF THE GAIN THE ASSUMPTION STILL CLAIMS, QUARTER BY QUARTER All four bars are drawn in one colour on purpose. No single step looked alarming at the time, which is why none of them was written down. as written: the gain persists all of it quarter two: some of it persists most of it quarter three: part of it persists about half quarter four: enough of it persists under a third moved this far across four quarters, with no dated entry at any step
The assumption travelled from claiming all of the gain to claiming under a third of it across four quarters, and not one of the three steps was large enough on its own to prompt an entry.
Where this stops being a private file

If the view is ever going to be published

Discipline as described above is an ordering of private notes, and no regulator has anything to say about a file kept for oneself. The moment a view goes to somebody else, conduct and disclosure obligations for research in India sit with the Securities and Exchange Board of India (SEBI). Thresholds move, so the current text at sebi.gov.in is what settles them. And where an observable waits on a filing by a listed issuer, nseindia.com and bseindia.com are the two venues it gets lodged with.

Where this stops. The practice of going out and actively hunting for what would break a view has its own material, as does the comparison between thesis risk and valuation risk. The structure of a thesis and the few variables it should depend on are covered separately, as are post mortems on completed research. The behavioural mechanisms behind the defending reflex, and the studies behind them, belong to the behaviour material. Thesis discipline produces a record of what a price requires and what would contradict it, never a target, a fair value or a rating.
Try it out

Last one. What must the written record contain for it to be worth keeping?

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Where to check any of this yourself

SourceWhat it actually carriesSite
Securities and Exchange Board of IndiaConduct, publication and disclosure obligations sitting on a research analyst. Named here and routed to the source.sebi.gov.in
National Stock Exchange of IndiaWhere a listed issuer actually lodges the filings and segment disclosures that an observable would have to wait for.nseindia.com
BSE LimitedThe second venue for the same lodgement, worth a look when one posting runs behind the other.bseindia.com

Sarvani Coatings Limited and Meghna Iyer are invented.
Educational material. Not advice on any investment, tax, budget or market position.

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Thesis Risk
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