Reported profit is an opinion built from judgements: when revenue is recognised, how long a machine is assumed to last, what proportion of a receivable will be collected. Cash is a fact. Most of the situations that later became visible in the news were visible first as a divergence between the two, sitting in filings that anyone could read. This topic is about learning to see those divergences and, just as importantly, about what to do with one when you find it. Each item below is a question to investigate, not a finding. Almost every one of them has an ordinary explanation available, and the discipline is to look for that explanation before you reach for any other.
Why do numbers diverge before the news arrives?
Accrual accounting exists to match revenue with the effort that produced it, which is why a sale can be recorded in March even though the money arrives in July. That matching is a feature, not a flaw, and without it seasonal and project businesses would be unreadable. But it also means that reported profit depends on estimates, and estimates can drift for entirely honest reasons long before anyone alleges anything.
So the analyst's job is not to detect fraud. It is to notice when two things that normally move together have stopped moving together, and then to go and read the disclosure that explains why. Profit and operating cash flow normally move together over three to five years. Revenue and receivables normally grow at similar rates. Capital work-in-progress normally converts into fixed assets within a project cycle. When one of those relationships breaks, the company has usually already disclosed the reason somewhere in the notes to accounts, and your task is to find it.
The framing matters because everything on this page is published under a research analyst's registration and read by people who may act on it. A red flag is a prompt to ask a question, and the answer is very often satisfying. Write the question down, find the disclosure, and record what you concluded.
Watch out — One flag is a question. A cluster is a pattern. A single unusual item almost always has an ordinary explanation; several unrelated items moving the same way, over several periods, in the same direction, is a different kind of observation and deserves proportionally more work.
What does it mean when profit rises but operating cash flow does not?
This is the first divergence to check, because it sits upstream of most of the others. Profit after tax is built from accruals. Cash from operations is what the business actually collected after paying suppliers, employees and taxes. Over any three-year window in a stable business, cumulative operating cash flow should be in a recognisable relationship with cumulative profit. When profit compounds and operating cash flow flattens or turns negative, the difference has to be sitting somewhere on the balance sheet, and finding where is the whole exercise.
The innocent explanation is usually growth. A business scaling rapidly funds working capital ahead of collection: it buys inventory, extends credit to win customers, and only later converts both into cash. A company that has just entered a new geography, or shifted from distributors who pay on delivery to institutional customers who pay in ninety days, will show exactly this pattern, and it will show up as a step change rather than a slow drift.
What to check next: reconcile the gap. Open the cash flow statement's working capital section and identify which line absorbed the money. If it is receivables, go to the receivables ageing table in the notes and look at the buckets beyond six months. If it is inventory, read the inventory note and the segment note together. Then read the management discussion and analysis to see whether management described the same shift in words. A company giving a consistent explanation in the narrative, matched by the ageing tables, has answered the question.
Accrual gap = Profit after tax − Cash flow from operations- Profit after tax — the bottom line of the statement of profit and loss
- Cash flow from operations — the subtotal at the end of the operating section of the cash flow statement, after tax paid
- Read cumulatively over three to five years, not for a single year, since one-off working capital swings are normal
Receivables, inventory, and revenue that arrives in a burst
Consider a company whose receivables grow far faster than sales for several consecutive periods. Mechanically, that means revenue is being recognised against promises to pay rather than payments, and the promises are ageing. Days sales outstanding, which converts receivables into the number of days of sales they represent, is the cleaner way to see it than the rupee figure, because it neutralises growth.
Inventory growing much faster than sales is the same question at the other end of the cycle. It can mean deliberate stocking ahead of a price rise or a launch, a shift to a longer production cycle, or a supply-chain decision to hold buffer stock. It can also mean goods that are not moving, and inventory that is not moving eventually has to be written down, which is a hit to a future period's profit.
The third member of this family is revenue that arrives in a burst at the end of a reporting period. Many businesses genuinely are back-ended: infrastructure and capital goods companies recognise on milestones, and government-linked orders cluster around budget cycles. What makes the pattern a question is when the period-end concentration increases year after year, and receivables rise alongside it.
What to check next for all three: the ageing tables that Indian companies now publish for receivables, payables and capital work-in-progress. Then the revenue recognition policy note, to see whether the point at which revenue is recognised has changed. Then the quarterly sequence across two or three years, to see whether the last quarter's share of annual revenue is stable or expanding. The sibling topic on working capital and the cash conversion cycle covers how to build these measures properly.
Days sales outstanding = (Trade receivables ÷ Revenue) × 365- Trade receivables — the balance sheet figure, ideally the average of opening and closing
- Revenue — revenue from operations for the same period, excluding other income
- Days inventory outstanding uses the same construction with inventory over cost of goods sold
When other income and capitalised costs start doing the heavy lifting
Other income is everything the business earned that did not come from its main operations: interest on deposits, dividends from investments, gains on the sale of assets or investments, and foreign exchange gains. A sharp rise in other income as a share of profit before tax means the reported profit is being supported by something outside the operating business, and that support is usually not repeatable. Selling a piece of land once produces a gain once.
The innocent explanation is common. A company that raised money and has not yet deployed it will earn treasury income. A business with genuine surplus cash will always show some. What makes it a question is the trend line: operating profit flat or falling, other income rising, and headline profit growing as a result.
Capitalising costs is the second half of this pair. When a cost is capitalised it goes onto the balance sheet as an asset and hits profit slowly through depreciation or amortisation instead of hitting this year's profit in full. Some capitalisation is mandatory under the accounting standards, some involves judgement, particularly around development expenditure and borrowing costs on assets under construction. The question arises when a company capitalises a category of cost that companies in the same business expense, and when the amount capitalised is large relative to reported profit.
What to check next: strip other income out and look at operating profit alone across five years. For capitalisation, read the accounting policy note and compare it with two or three peers in the same industry, then check whether the depreciation charge is rising in line with the assets being created. The sibling topic on reading the income statement covers how to separate operating from non-operating performance properly.
Changes of policy, changes of estimate, and what they do to profit
The accounting standards permit companies to change an accounting policy or revise an estimate, and require them to disclose the change and its effect. The disclosure is the point: the information is there, in a note, and the change is legitimate. What deserves attention is frequency and direction.
Extending the estimated useful life of plant and machinery reduces the annual depreciation charge, which raises reported profit without anything happening in the business. Changing a depreciation method has a similar effect. Revising the assumptions behind employee benefit obligations, such as the discount rate or the salary escalation rate, changes the liability and the charge. Each of these can be entirely justified by a technical assessment, and companies do commission such assessments.
The question to ask is whether the changes cluster in periods when profit would otherwise have fallen, and whether they consistently move in the direction that flatters the result. A company that revises useful life upward in a weak year, revises a provisioning assumption in the next weak year, and changes a revenue recognition policy in the third is showing a pattern in the timing rather than in any single change.
What to check next: the accounting policies note and the note on changes in estimates, read for five consecutive years, with the quantified effect of each change written down beside that year's reported profit growth. If the changes explain most of the growth, the growth belongs to the estimates rather than the operations.
Related-party transactions and the standalone-consolidated gap
Related-party transactions are dealings with entities connected to the company: promoters, their other businesses, subsidiaries, associates, and key managerial personnel. They are legal, disclosed under the accounting standards, and unavoidable for a group with genuine internal supply relationships. Many well-run groups have large related-party balances because the group is genuinely integrated.
The question arises when related-party transactions grow as a share of revenue over time, when the counterparties are described only vaguely, when balances remain outstanding at year end and keep growing, or when the transactions are with entities outside the consolidated group. Revenue recognised from a related party outside consolidation is not eliminated on consolidation, which means it behaves like third-party revenue in the accounts while being economically different.
A widening gap between standalone and consolidated results belongs in the same block because the two questions often meet. Consolidated statements include every subsidiary; standalone covers the listed entity alone. If consolidated profit falls further below standalone year after year, subsidiaries are absorbing what the parent earns, and the reason may be perfectly ordinary — a genuine investment phase, an overseas business in its early years, or an acquisition still integrating.
What to check next: the related-party note, read for the trend rather than the level, and the annexure on subsidiary performance that lists each subsidiary's revenue and profit. Then the board's report annexure covering material related-party contracts, and the AGM notice for any resolution seeking shareholder approval for related-party arrangements.
What does a large and growing capital work-in-progress tell you?
Capital work-in-progress, usually written as CWIP, is money spent on assets that are still being built. It sits on the balance sheet and, crucially, is not depreciated, because the asset is not yet in use. When the project is completed the balance moves into fixed assets and depreciation begins.
That mechanism creates a specific question. A CWIP balance that is large and keeps growing, without a corresponding transfer into fixed assets, means capital has been committed and is producing nothing, while also producing no depreciation charge against profit. If the project is eventually impaired, the write-down lands in one period.
The innocent explanations are routine in India: large infrastructure and manufacturing projects genuinely take three to five years, environmental and land clearances slip, and a delayed project is not an impaired one. This is why the ageing disclosure matters more than the level.
What to check next: the CWIP ageing table in the notes, which splits the balance by how long each project has been under construction and separately discloses projects that are overdue against their original plan. Then compare CWIP with the capital expenditure line in the cash flow statement and with any capacity expansion described in the management discussion and analysis, and check whether the commissioning dates management gave in earlier annual reports were met.
How much weight should you put on auditor signals?
The auditor's report is the one section of a filing written by someone the company does not employ, which is why it carries information that the rest of the document cannot. Three signals sit here.
A qualified opinion states that the accounts are true and fair except for an identified matter. The matter is named in the paragraph immediately after the opinion, which makes this the most specific pointer available in the entire report. An emphasis of matter does not qualify the opinion but draws attention to something in the accounts the auditor considers fundamental. Key audit matters are where the auditor found the most judgement, which effectively tells you where the estimation risk in these accounts is concentrated.
An auditor resignation before the end of the appointed term sits in a different category. Resignations happen for ordinary reasons, including group rotation policies, fee disputes, workload and independence conflicts arising from other engagements. Listed companies in India must disclose the fact and the reason given, and the reason given is the document to read. What makes a resignation a question rather than an event is context: whether it came close to a reporting deadline, whether the outgoing auditor referred to information they had sought and not received, and whether the incoming auditor's first report contains a qualification.
What to check next: the exchange filing announcing the change, the resignation letter if it was filed, the previous year's key audit matters, and the first opinion signed by the new auditor. The sibling topic on how to read an annual report covers the structure of the opinion paragraph in detail.
Why does promoter pledging matter when the price is falling?
A pledge is a loan secured against promoter-held shares. It is disclosed because SEBI requires the shareholding pattern and encumbrance details to be filed every quarter, so the data is public and comparable across companies.
A pledge on its own says only that the promoter borrowed against an asset, which is a personal financing decision and often a routine one. The mechanism that makes a rising pledge worth watching is the interaction with price. Pledged shares are collateral valued at market price. When the price falls, the collateral is worth less, and the lender can call for additional security or, if it is not provided, sell the shares. Selling into a falling market pushes the price lower, which can require more collateral. That feedback loop is the reason the combination of a rising pledge percentage and a falling price is treated as a different observation from either one alone.
What to check next: the quarterly shareholding pattern filings for at least eight quarters, so you see the direction of the pledged percentage rather than its level. Read pledged shares both as a percentage of promoter holding and as a percentage of total equity, since those two can move in opposite directions when promoter holding itself changes. Then read the exchange disclosures for creation, invocation or release of encumbrance. The sibling topic on promoter and shareholding analysis covers how to build that series.
Contingent liabilities: what is disclosed but not recognised?
A contingent liability is a possible obligation whose existence depends on a future event, or a present obligation that either cannot be reliably measured or is not considered probable enough to provide for. Because it fails the recognition test, it does not appear on the balance sheet at all. It appears in a note.
That is why a company can look modestly leveraged on the face of the balance sheet while carrying disputed tax demands, claims not acknowledged as debts, and guarantees given for the borrowings of other group entities in a note that most readers never open. The comparison that makes the note legible is against net worth, because net worth is the buffer that would absorb any of these if they crystallised.
The innocent explanation is extremely common in India: disputed tax demands accumulate because assessment and appellate processes run for years, and companies routinely contest demands they expect to win. A large disputed tax figure is normal for a large company. What turns it into a question is growth in the balance relative to net worth, particularly when a material part sits in guarantees rather than tax.
What to check next: split the note by category, since disputed indirect tax, disputed income tax, claims from counterparties and corporate guarantees behave very differently. Track each category as a proportion of net worth across five years. Read whether the auditor mentioned any of it in an emphasis of matter, and check whether management discussed the exposure in the risks section of the management discussion and analysis.
Contingent liability ratio = Total contingent liabilities ÷ Net worth- Total contingent liabilities — the aggregate disclosed in the notes, read by category rather than as one number
- Net worth — equity share capital plus reserves and surplus, from the balance sheet
- The trend across five years carries far more information than the ratio in any single year
The full table: mechanism, innocent explanation, and what to check next
Every row below is a question. The middle column is deliberately written as what it could mean, because in most cases the ordinary explanation is the correct one, and the third column is how you find out. Use it as a lookup while you are inside a filing, not as a scoring sheet.
| What you observe | What it could mean | What to check next |
|---|---|---|
| Profit rising while operating cash flow is flat or falling | Growth funded by working capital, a change in customer mix, or profit that has not converted to cash | The working capital section of the cash flow statement, then the receivables and inventory notes |
| Receivables growing much faster than revenue | Longer credit terms to win business, a shift to institutional customers, or ageing collections | The receivables ageing table, particularly the buckets beyond six months, and the provision for expected credit loss |
| Inventory growing much faster than sales | Deliberate stocking, a longer production cycle, or goods that are not moving | The inventory note, the segment note, and any write-down disclosed in the prior two years |
| Other income rising as a share of profit before tax | Treasury income on undeployed funds, or one-off gains supporting a flat operating business | Operating profit alone across five years, and the composition of other income in the notes |
| Costs capitalised that peers expense | A genuine difference in project accounting, or profit protected by moving cost to the balance sheet | The accounting policy note against two or three peers, and whether depreciation rises as assets are created |
| Frequent changes of policy, depreciation method or useful life | A technical reassessment, or estimates being revised in the direction that flatters the result | Five years of the changes-in-estimates note, with each quantified effect written beside that year's profit growth |
| Revenue concentrated in a burst at period end | A genuinely milestone-driven or budget-cycle business, or recognition timed to the reporting date | The last quarter's share of annual revenue across three years, and the revenue recognition policy note |
| Related-party transactions rising as a share of revenue | A genuinely integrated group, or economic activity being routed through connected entities | The related-party note read for trend, the subsidiary performance annexure, and the AGM resolutions |
| Large CWIP that never transfers to fixed assets | A long-gestation project with clearance delays, or capital committed that is producing nothing | The CWIP ageing table, the projects-overdue disclosure, and commissioning dates promised in earlier reports |
| Auditor resignation or a qualified opinion | Rotation, fees, workload or an independence conflict, or a disagreement over the accounts | The exchange filing and the reason recorded, the previous year's key audit matters, and the new auditor's first opinion |
| Widening gap between standalone and consolidated results | An investment phase in subsidiaries, or value leaving the listed entity into entities you see less of | The subsidiary performance annexure, and each subsidiary's revenue and profit across three years |
| Promoter pledge rising while the price falls | Personal or group financing, with collateral value falling as the price falls | Eight quarters of shareholding pattern filings, plus encumbrance creation, invocation and release disclosures |
| Contingent liabilities growing relative to net worth | Routine disputed tax demands, or an accumulating exposure outside the balance sheet | The note split by category, tracked against net worth for five years, and any emphasis of matter referring to it |
How do you actually run this against a filing?
The checklist below is a single pass over one company's disclosures. It is deliberately ordered so that the cheapest checks come first: three of the first four can be done from the cash flow statement and the balance sheet alone, and if all of them are unremarkable, the deeper work is usually unnecessary.
Run it across three to five years rather than one. Almost every item here is a trend, and a trend cannot be seen in a single column. Write down what you found and what the disclosure said, because the value of this process compounds only if you can compare this year's answers with last year's.
When something does not reconcile, the correct next step is to keep reading, not to conclude. The company files quarterly results, an annual report, exchange announcements, and answers analyst questions on earnings calls. If a question can be answered, it will usually be answered in one of those four places, and the sibling topic on reading quarterly results covers how to use the call transcript for exactly this purpose.
A forensic pass over three to five years of filings
- Compare cumulative operating cash flow with cumulative profit after tax across the whole period
- Convert receivables and inventory into days, and plot the direction rather than the level
- Calculate other income as a share of profit before tax for each year
- Read the accounting policy note for every year and list every policy or estimate change with its quantified effect
- Measure the last quarter's share of annual revenue for each year
- Track related-party transactions as a percentage of revenue, and note any year-end balances that carry forward
- Read the CWIP ageing table and identify anything under construction beyond its original schedule
- Read the auditor's opinion for every year, and note qualifications, emphasis of matter paragraphs and any change of auditor
- Compare consolidated with standalone profit for each year and note whether the gap is widening
- Pull eight quarters of shareholding pattern filings and track promoter holding and pledged percentage together
- Track contingent liabilities by category as a proportion of net worth
- Write down every question the pass raised, the disclosure you found in answer, and whether the answer satisfied you
Note — This is a reading discipline, not an accusation framework. Nothing in this topic establishes that any company has done anything improper, and no item here should be described to anyone else as evidence of wrongdoing.
Key points
Accrual gap = Profit after tax − Cash flow from operations, read cumulatively across three to five years
Example — Take an illustrative mid-cap, Bharat Cables Ltd (figures illustrative, not a real company). Over four years reported profit grows steadily, but cumulative operating cash flow is roughly half cumulative profit. Reconciling the gap shows receivables absorbing most of it, and the ageing table shows a growing balance beyond six months. That is the point at which the analysis becomes useful rather than alarming: the management discussion and analysis says the company shifted from dealer sales to direct supply to state utilities, which pay on longer cycles. The narrative, the ageing profile and the customer mix all agree, and the question is answered. Had the narrative offered no such shift, the correct next step would still have been to read further, not to conclude.
Pro tip — Keep a written log with three columns: what you observed, what disclosure you read in response, and whether it answered the question. Analysts who do this well are not the ones who spot more flags; they are the ones who close the questions they opened.
Warning — Nothing in this topic identifies or implies wrongdoing by any company, named or unnamed. Every item is a prompt to read further disclosure. Financial statements are prepared under accounting standards that permit judgement, and unusual figures usually have ordinary explanations. This is educational material and not investment advice; investments in securities carry risk, including loss of capital.
Frequently asked questions
What are the most common accounting red flags in Indian listed companies?
The ones that recur most often are a growing gap between reported profit and operating cash flow, receivables or inventory growing much faster than sales, other income supporting an otherwise flat operating result, capital work-in-progress that stays on the balance sheet for years, and contingent liabilities growing relative to net worth. Each of these is a disclosure question, and each has an ordinary explanation that the notes to accounts will usually supply.
How do you calculate the gap between profit and cash flow?
Subtract cash flow from operations from profit after tax for each year, then add up both series across three to five years and compare the totals. A single year's difference is noise, since working capital swings with the business cycle. The cumulative comparison is what shows whether reported profit has been converting into cash over time.
Does a qualified audit opinion mean the accounts are wrong?
No. A qualified opinion means the auditor concluded the accounts give a true and fair view except for one identified matter, which is described in the paragraph immediately after the opinion. That matter may be narrow and quantified. It is different from an adverse opinion, where the auditor states the accounts do not give a true and fair view, and from a disclaimer, where the auditor could not gather enough evidence to form any opinion at all.
Red flags vs ratio analysis — which one tells you more?
They answer different questions. Ratio analysis measures how the business performed if the numbers are taken at face value. Forensic checks ask whether the numbers should be taken at face value. In practice they run together: you compute the ratios, notice a relationship that has broken, and then use the forensic checks to find the disclosure that explains it.
Is a promoter pledge always a bad sign?
No. A pledge is a loan secured against shares, which is a financing decision and often routine. What changes the reading is the combination and the direction: a pledged percentage rising across several quarters while the share price falls means the collateral is worth less at exactly the time more of it has been committed. SEBI requires quarterly shareholding and encumbrance disclosure, so the series is public and can be tracked directly.
Where do I find related-party transactions and contingent liabilities?
Both sit in the notes to accounts in the annual report, not on the face of the financial statements. Related-party disclosures name the parties, the nature of each transaction and the balances outstanding at year end. Contingent liabilities and commitments are disclosed as a separate note, split between disputed tax demands, claims not acknowledged as debts, guarantees given and capital commitments.
How many red flags should change how I read a company?
There is no threshold, and treating it as a score is the wrong use of the material. A single unusual item is a question to answer from the disclosures. Several unrelated items moving in the same direction across several periods is a pattern, and the appropriate response is more research rather than a conclusion. Nothing in this list establishes wrongdoing on its own.