Glossary

Single source of truth for every term — the statement and sector vocabulary, plus the named effects, scores and biases you’ll hear elsewhere. Filter by category or search. Each entry notes where the term’s usual meaning breaks down.

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accrual basisstatements
The accounting convention under which revenue and expenses are recognised when they are earned or incurred, not when cash changes hands. A credit sale is revenue today even though the cash arrives months later. It is why profit and cash can diverge.
Accrual makes the P&L a statement of opinion about timing. The cash flow statement, built from actual receipts and payments, is the harder number to fake.
accruals anomalyforensics
Firms whose profit sits far above cash (high accruals) tend to underperform as the accruals reverse.
Growth capex can raise accruals honestly — separate working-capital bloat from genuine investment.
accumulated lossesstatements
A negative balance in retained earnings: cumulative losses have exceeded cumulative profits, eroding shareholders' equity. Shown as a negative figure within reserves.
In a young platform funded by equity, accumulated losses are the deliberate cost of building scale. In a mature, debt-funded business they erode net worth toward negative equity and a going-concern problem.
allowed returnsector
The return-on-equity percentage a regulator permits a utility to earn on the equity funding its rate base. Applied to that regulated equity, it largely determines the utility's profit (profit approximately equals regulated equity times allowed return), which is why the earnings are so steady — and why they are only as reliable as the regulator's commitment to the allowed return, which it can change.
The stability that would signal a strong moat in a competitive business is, for a utility, the mechanical result of an administrative formula the regulator sets and can alter.
Altman Z-scoreZ-scoreforensics
A formula estimating bankruptcy risk from five ratios.
Calibrated on manufacturers; misleading for banks, financials and asset-light firms.
amortisationstatements
The spreading of the cost of an intangible long-lived asset — a licence, a patent, a software platform, a film library — across the years it is used. It does the same job as depreciation, which spreads the cost of a physical asset: a non-cash charge that lowers profit a little at a time and is added back in the cash flow statement.
Like depreciation, the assumed life of the intangible is a judgement, so amortisation is a lever by which reported profit becomes an opinion (006).
arpobsector
Average revenue per occupied bed per day — a hospital's pricing-and-case-mix measure. A hospital doing more complex, higher-value procedures earns a higher ARPOB; read alongside occupancy, it shows how hard an existing estate is being sweated and whether revenue growth is same-store (high-return) or bought with new beds.
Revenue growth from rising occupancy and ARPOB at existing hospitals is high-return; growth bought only with new beds is capital-hungry.
arpusector
Average revenue per user — the revenue each telecom subscriber generates in a period. Because the network cost is largely fixed, a change in ARPU on existing subscribers is nearly pure profit, making it the single most powerful lever on a telecom's thin bottom line. ARPU-led revenue growth is worth far more than low-ARPU subscriber growth of the same size.
Revenue growth from a higher ARPU is nearly pure profit; growth from adding low-ARPU, churny subscribers grows the base without the profit.
articulationstatements
The property that the three financial statements are tied together by construction: every rupee of profit that is retained lands in reserves, every reserve is backed by an asset or offsets a liability, and every change in cash is explained by the cash flow statement. Because they are wired together, an inconsistency between them is a signal — the statements cannot all be right and still disagree.
Articulation guarantees the numbers reconcile; it does not guarantee they are honest. A fabricated sale articulates perfectly — profit up, receivable up, reserves up — while producing no cash at all.
asset liability mismatchsector
The gap between when a lender's liabilities fall due and when its assets repay, shown in the asset-liability (ALM) maturity table by time bucket. Borrowing short to lend long makes the near-term cumulative gap negative — harmless while the maturing borrowings can be rolled over, but fatal in a funding freeze, when they must be repaid from cash the lender does not yet have back from its borrowers. It is the recurring cause of NBFC failure.
The same maturity transformation is the safe heart of a deposit-funded bank and the most common cause of death for a wholesale-funded NBFC — the difference is whether the funding runs when frightened.
asset light versus heavystatements
The fundamental choice in capital-intensive services like logistics: an asset-light operator owns little and earns a thin margin on a high asset turnover (a strong return on little capital, low debt), while an asset-heavy one owns its fleet and warehouses and earns a fatter margin on a low turnover (more capital, more debt, more downturn fragility). The margin and return must be read against the capital consumed.
A thin margin is strength in an asset-light model (high turnover, strong return on little capital) and would-be weakness in an asset-heavy one — the margin means nothing without the model.
assets under managementstatements
The pool of money a fee business manages for others and earns a fee on. It is the headline every asset manager leads with, and only half of what determines revenue — revenue is AUM times the yield (fee rate), and the yield compresses as AUM grows, so AUM growth overstates the growth of the business.
'AUM doubled' is a headline about the pool, not the earnings; read revenue (AUM times a compressing yield) instead.
attritionsector
The rate at which employees leave an IT or services firm — a leading indicator that moves before the financials. High attrition forces expensive rehiring, often at higher salaries, and disrupts delivery, pressuring margins in the coming quarters before the revenue or margin line shows the strain.
A spike in attrition is an early warning of cost and delivery pressure the P&L has not yet shown; it leads the financials.
average room ratestatements
The average revenue per occupied room at a hotel (also ADR) — the price component of RevPAR. Read against occupancy, it tells you whether RevPAR is being driven by filling rooms or pricing them higher, and whether RevPAR growth is genuine demand strength (rate holding or rising) or discount-bought volume (rate cut to fill rooms).
RevPAR lifted only by cutting the room rate to fill occupancy is discount-bought volume that sacrifices pricing power — read rate and occupancy apart.
balance sheetstatements
The statement of financial position on a single day: assets on one side, liabilities and equity on the other, always balancing. It is a photograph of what the business owns and owes at the year-end, not a record of how the year unfolded.
For a bank the balance sheet is the business itself — deposits are the raw material and advances the asset — and leverage of many times over is the design, not distress (097).
base effectcycle
When a growth rate looks great or terrible only because the prior-year comparison base was unusually weak or strong.
A big 'growth' number off a Covid-crushed base is arithmetic, not momentum.
Beneish M-scoreM-scoreforensics
A statistical score combining eight ratios to flag the likelihood that earnings have been manipulated.
A high score is a smoke alarm, not a verdict — legitimate businesses in transition can trip it; investigate, don't convict.
Benford's Lawforensics
In genuine financial data, leading digits follow a predictable distribution; fabricated numbers usually don't.
A deviation is a prompt to look closer, not proof — small or rounded datasets break the law innocently.
big bathforensics
Dumping every possible loss into one already-bad quarter so future quarters look clean.
Sometimes a genuine clean-up; the question is whether the write-offs were real and overdue.
black swanrisk
A rare, high-impact event that looks obvious only in hindsight and is missed by standard models.
The label is often misused for events that were foreseeable — a failure of preparation, not true unpredictability.
book valuenet worthstatements
Shareholders' equity as carried on the balance sheet: share capital plus reserves, or equivalently total assets minus total liabilities. The accounting measure of what owners' claim is worth on paper.
Book value is a fair anchor for an asset-heavy manufacturer, near-meaningless for an asset-light IT firm with negligible tangible book, and a distortion after a merger where goodwill inflates it.
borrowingsstatements
Money a company owes to lenders. It matters whether it is due soon or spread over many years, and how it compares with the owners' stake.
For a bank, borrowings and deposits are the raw material of lending, and leverage of many times over is the design, not distress (097).
by product annuitysector
The steadier, contracted or policy-supported earnings a cyclical producer makes from by-products — for a sugar mill, ethanol (from molasses) and power (from bagasse) — which do not swing with the main commodity's price. It de-risks the model and deserves a higher, more stable valuation than the cyclical core.
A cyclical producer's by-product annuity is a durable stream a blended reading lumps in with the cyclical core and undervalues — value it separately.
cane pricingsector
The government's fixing of the price a sugar mill must pay farmers for cane (the fair and remunerative price, and in some states a higher state-advised price), which makes the mill's largest cost largely fixed while the sugar price floats. That cost-price mismatch — a politically-set input against a market output — is what makes the sugar segment brutally cyclical.
A fixed cane cost against a floating sugar price means the sugar margin swings violently — the cyclicality is structural, not a matter of management.
capacity to suffermoats
An owner-run firm's willingness to depress earnings for years to build something that pays off much later.
Only valuable if a real payoff exists — otherwise it is just suffering.
capital adequacyratios
The ratio of a bank's capital to its risk-weighted assets — the regulated buffer that stands behind the balance sheet to absorb losses. It is a floor set by the regulator, so clearing it is a minimum, not an achievement; the margin of safety is the distance above the floor, which is what lets a bank take a bad year and keep lending rather than being forced to raise capital.
'Meets the requirement' is not safety — a bank just above the floor and one well above it are in very different positions despite both passing.
capital cyclecycle
High returns attract capacity, the flood causes a glut, returns collapse, capacity leaves, and returns recover — the boom-bust of supply.
Reading it backwards is the edge: the best time to buy is often when everyone has stopped building.
capital expenditurecapexstatements
Spending to acquire or build long-lived assets — plant, equipment, stores. It does not appear as an expense in the P&L; it is capitalised onto the balance sheet and leaves through the investing section of the cash flow statement, then hits future profit slowly as depreciation.
Because capex bypasses the P&L, a company can report healthy profit while bleeding cash into construction. The cash flow statement is where the spend becomes visible.
capital work in progressCWIPstatements
Money already spent on assets that are not yet finished, such as a plant still being built. It earns nothing yet but still counts as capital, which understates the company's returns until the asset is commissioned.
Because it sits in the denominator of ROCE while earning nothing, a mid-build company's returns look worse than the assets actually running — recompute excluding CWIP (071).
capitalisationstatements
The choice of whether a spend is an expense that hits this year's profit, or an asset placed on the balance sheet and charged slowly over future years. Treating a cost as an asset lifts profit now at the expense of later.
casa ratiosector
The share of a bank's deposits held in current and savings accounts (CASA) rather than term deposits. Because current and savings balances pay little or no interest and tend to stay, a high CASA ratio means cheap, sticky funding — the quiet foundation of a bank's margin. Growth in deposits funded by expensive bulk term money, with CASA falling, is lower-quality growth.
Deposits look like a liability but are a bank's raw material; the CASA mix, not the total, decides whether that raw material is cheap or costly.
cash conversion cycleCCCstatements
Receivable days plus inventory days minus payable days — the number of days a business must fund its own operations between paying for what it sells and being paid for it. A positive cycle consumes cash as the business grows; a negative cycle releases it.
Negative in a QSR chain, where customers pay before suppliers do, and non-existent for a bank or insurer, which have no operating inventory-and-receivable cycle (097, 101).
cash flow from financingCFFstatements
The section of the cash flow statement showing cash raised from, or returned to, lenders and owners — new borrowing coming in, and debt repayment, dividends and buybacks going out.
cash flow from investingCFIstatements
The section of the cash flow statement showing cash spent on, or received from, long-term assets — chiefly capital expenditure. A large outflow is not automatically bad; it means the company is spending on its future.
cash flow from operationsCFOstatements
The cash actually generated by the core business in a period, starting from profit and adjusting for non-cash items and changes in working capital. The first line of the cash flow statement and the closest thing to a fact in the accounts.
Persistently negative CFO is terminal in an FMCG company and completely normal in a fast-growing lender, whose loan-book growth consumes cash by design. The same sign reads as death in one sector and health in another.
cash flow statementstatements
The statement that rebuilds the period from actual cash received and paid, split into operating, investing and financing. Anchored to money that genuinely moved, it is the hardest of the three to dress up and, for most businesses, the one to read first to see whether reported profit was real.
For a bank the operating section is dominated by deposit and loan-book swings and is close to meaningless; performance is read from net interest income and asset quality instead (098).
channel stuffingforensics
Pushing more product to distributors than they can sell, to book revenue now that reverses later.
Genuine demand surges look similar for a quarter — the tell is receivables and returns rising after.
churnsector
The rate at which subscribers leave a telecom or other subscription business. It determines whether the subscriber base and its ARPU are sustainable — a company with high churn constantly spends to replace the base it loses — and it is rarely uniform, so a telecom can hold its headline subscriber count while its high-value users leave and its economics erode.
A stable subscriber count can hide rising churn among the high-ARPU users a competitor most wants — the base holds in number while it weakens in value.
cohort economicssector
The analysis of each intake of customers over its life — what it cost to acquire them, how many stay (retention), and the lifetime value they generate. It reveals whether a subscription or education business's growth is durable (customers who stay and pay back many times their acquisition cost) or a leaky bucket (customers who churn out, requiring endless spending to replace them).
Gross enrolment or subscriber growth can be a leaky bucket — cohort retention and lifetime-value-to-acquisition-cost, not the headline count, decide whether the growth sticks.
collection efficiencysector
The share of the instalments due that a lender actually collects in a period — the leading indicator for a microfinance lender, because a dip precedes the rise in bad loans, the spike in credit cost, and the crash in profit by a quarter or two. It moves before the P&L, so it is the early warning the reported profit and NPA (both lagging) have not yet shown.
A microfinance lender's healthy profit and low NPA are lagging numbers; a dip in collection efficiency warns of the crash a quarter or two before they do.
combined ratiosector
A general insurer's underwriting measure: the claims ratio plus the expense ratio, both as a percentage of premiums earned. Below 100 the insurer made an underwriting profit (it collected more than it paid out); above 100 an underwriting loss. A combined ratio above 100 is not a losing business — the investment income on the float can more than cover the underwriting loss.
A combined ratio above 100 reads as 'losing money' only to someone ignoring the float; the two engines must be read together.
completion based revenuestatements
Revenue a developer recognises only when a project completes and is handed over, rather than when the flats are sold. It is lumpy and lags the actual selling by years, so it can spike in a weak selling year as old projects finish and slump in a strong one — the least useful number in a developer's report.
Reported revenue and business activity can move in opposite directions for a developer; read pre-sales and collections instead.
consolidationstatements
The combining of a parent and every company it controls into one set of accounts, adding each subsidiary's revenue, costs, assets and debt line by line to the parent's own. It is why a holding company's consolidated revenue can dwarf its standalone revenue: the standalone barely trades, while the consolidated carries whole operating businesses.
For a holding company the consolidated accounts are the only meaningful ones; for a single-entity operator standalone and consolidated are nearly identical (111).
content amortisationsector
The charging of a content library's capitalised cost against profit over the years the content is expected to earn. The assumed life is a profit lever — stretching it lowers the yearly charge and lifts reported profit with no change in the business, and a library growing while the charge falls is the tell.
The same useful-life lever seen in depreciation, applied to a content library — a longer assumed life flatters this year's profit.
contingent liabilitiesforensics
Potential obligations that become real only if some event happens — a disputed tax demand, a legal claim, a guarantee given for another company. They are not counted in the balance-sheet totals and are disclosed in the notes, but if they are large relative to net worth a single adverse outcome can hollow the balance sheet out.
contribution marginratios
Revenue minus the variable costs of serving each order (delivery, payment, customer acquisition) — the test of whether a platform's model can ever work. Positive and improving means each additional order helps cover the fixed costs, so scale builds toward profit; negative means every order loses money, so growth deepens the loss.
A platform's reported loss is a deliberate choice; the contribution margin's sign, not the loss, decides whether growth builds toward profit or a bigger loss.
cost of fundsratios
The average interest rate a lender pays on its borrowings. For a bank it is held down by cheap CASA deposits; for an NBFC, with no deposit franchise, it is set by the wholesale market and the company's credit rating, so it is both a competitive variable and a vulnerability — a downgrade can raise the cost and cut the access at the same time.
A low cost of funds is an advantage only while the funding is available; the same downgrade that raises it can remove the funding entirely, which is the greater threat.
credit costsector
The provisions a bank takes against bad loans in a year, expressed as a percentage of its loan book. It shows how much of the operating profit was consumed by loan losses, and read against the trend in slippages and coverage it reveals whether the provisioning was adequate or convenient.
A low credit cost is reassuring only if bad loans are genuinely low and falling; low provisioning while slippages rise is the manufactured-clean book, not strength.
cyclicalstatements
A business whose earnings swing with an external cycle — commodity prices, industrial capex, construction — rather than compounding steadily. Metals, cement and sugar are archetypes.
For a cyclical the ordinary reading of valuation ratios inverts: a low P/E on peak earnings is a sell signal and a high or negative P/E at the trough can be the buy signal.
dead-cat bouncebehavioural
A temporary recovery in a falling asset that traps buyers before the decline resumes.
Not every bounce is dead — only hindsight is certain; treat both directions as claims to test.
deferred revenuesector
Fees collected upfront for a service not yet delivered, sitting as a liability until earned. But a healthy one — the cash is already in the bank and the obligation is only to deliver the service — so a growing deferred-revenue balance is future revenue already banked and a leading indicator of the recognised revenue to come.
A growing deferred-revenue liability is a positive sign, not a debt to worry about — it is future revenue already collected in cash.
delivery volumedelivery %technical
The share of traded volume actually taken into demat rather than squared off intraday — a proxy for real conviction.
High delivery isn't automatically bullish; it shows conviction, not direction.
depletionsector
The consuming of a finite ore reserve as it is mined — the mining equivalent of depreciation, but of a resource that can be replaced only by finding or buying more. It raises the question, absent for a business with renewable capacity, of how long the mine can keep producing (its reserve life).
A miner's large current profit can sit on a depleting reserve that runs out — unlike a manufacturer, its capacity is finite unless replaced.
depreciationstatements
The spreading of the cost of a long-lived asset across the years it is used, so that a plant bought once is charged to profit a little at a time. It is a non-cash charge: it lowers profit but takes no money out, and the cash flow statement adds it back.
The assumed useful life of the asset is a judgement, so depreciation is one of the levers by which reported profit becomes an opinion (006).
disposition effectbehavioural
The tendency to sell winners too early and hold losers too long, to feel right and avoid regret.
Occasionally selling a winner or holding a laggard is correct on the fundamentals — the bias is doing it reflexively.
distribution coverageratios
Net distributable cash flow divided by the distribution a REIT or InvIT pays — the safety margin on the payout. Comfortably above 1 means a cushion for a vacancy or rent dip; at or below 1 means the payout is fully distributed or over-distributed, funded from debt or reserves, and at risk. A high yield covered only 1.0x is far riskier than a lower yield covered 1.3x.
A distribution yield is only as safe as its coverage — the same yield sits on very different risk at 1.2x versus 1.0x coverage.
divergencetechnical
When price makes a new high/low but an indicator (RSI, MACD) does not — read as weakening momentum.
Divergence can persist for a long time in a strong trend; it is a hint, not a trigger.
EBITDAratios
Earnings before interest, tax, depreciation and amortisation — the profit from running the business before the costs of owning assets and borrowing money are counted. It is useful but not a strictly defined line, so companies have some latitude in what they include.
Meaningless for a bank or insurer, where interest is core revenue rather than a financing add-back to strip out (098, 101).
embedded valuesector
A life insurer's net worth plus the present value of the future profits locked into its entire existing book of policies — the best single measure of what the business is worth today. Its growth, driven mainly by the value of new business and the unwinding of prior years' value, is the closest thing a life insurer has to a real annual profit, and it can be several times the reported figure.
Embedded value is a far better measure than reported profit, but it is an actuarial projection built on management's assumptions — a rise can be genuine mix shift or quietly optimistic re-assumption.
emphasis-of-matterforensics
A paragraph in the auditor's report drawing attention to something the auditors want the reader to notice — a material uncertainty, a large contingent claim, a going-concern doubt — while still signing an unqualified opinion. It is the auditor pointing at a risk without saying the accounts are wrong; a qualification goes further and states that part of the accounts cannot be relied upon.
An emphasis of matter is specific, not boilerplate — auditors add it deliberately, so it is a signpost to read the referenced note, not standard wording to skip.
equity-methodstatements
The way a parent accounts for a company it influences but does not control — typically a 20–50% stake, an associate. Instead of adding the company in line by line, the parent books only its share of that company's profit as a single line and carries the stake as an investment. The associate's own revenue and debt never appear in the group's totals.
Two groups with identical economic interests look very different if one consolidates a business (full revenue and debt shown) and the other equity-accounts a similar one (only a profit line shown).
ergodicityrisk
Whether the average across many people equals the outcome for one person over time — for a single investor facing ruin, it doesn't.
The ensemble average can look attractive while your personal path is likely to hit zero.
EV/EBITDAratios
Enterprise value divided by earnings before interest, tax, depreciation and amortisation. A capital-structure-neutral valuation multiple often preferred to P/E for capital-intensive businesses.
EBITDA is meaningless for a bank, where interest is core revenue rather than a financing add-back; it looks deceptively cheap on a cyclical's peak EBITDA; and it is distorted by synergy claims and one-offs right after a merger.
exceptional itemsstatements
Large one-off gains or losses that are not part of normal trading — a land sale, a restructuring charge, a legal settlement — flagged separately because they will not repeat. Set them aside when judging the underlying year.
Serial 'exceptional' items, appearing every year, are themselves a warning sign — a one-off that repeats is not exceptional (034).
falling knifebehavioural
A stock in steep, fast decline that tempts bargain-hunters before it has stopped falling.
Sometimes the knife is a genuine dislocation; the discipline is a thesis, not a reflex to catch it.
fat tailsrisk
Distributions where extreme events happen far more often than a normal bell curve predicts.
Not everything is fat-tailed; assuming extremes everywhere paralyses as badly as ignoring them.
finance coststatements
The interest a company pays on its borrowings, taken out below operating profit in the P&L.
For a lender, interest paid on deposits and borrowings is the cost of goods, not a finance cost sitting below operations (098).
five equivalentsvaluation
The general method for reading any sector's statement: for an unfamiliar business, find its version of five things against the manufacturer baseline — the top line, the real margin, the capital consumed, the leading operating metric, and what is simply absent. The slots never change; only the answers do, so the method translates any statement into a readable shape.
The fifth question — what is absent — is the most useful, because knowing which familiar line does not exist stops you computing a ratio that means nothing and trusting it.
flywheelmoats
A self-reinforcing loop where each turn (more customers → lower cost → lower price → more customers) makes the next easier.
Flywheels can spin backwards — the same loop that compounds up unwinds fast when a link breaks.
free cash flowFCFstatements
Cash flow from operations minus capital expenditure — the cash a business generates after paying to maintain and grow its asset base. What is genuinely available to repay debt, pay dividends, or reinvest.
Negative FCF is a growth engine when a retailer is building proven-economics stores, and a slow bleed when a business simply consumes cash to stand still. Only the cash flow statement's investing detail tells you which.
golden cross / death crosstechnical
When a short moving average crosses above (golden) or below (death) a long one — a lagging trend signal.
Both are lagging by construction and whipsaw badly in sideways markets.
gross marginratios
Revenue minus the cost of the materials or goods that went into the product, usually shown as a percentage of revenue. It measures how much of each rupee of sales is left after the direct cost of what was sold.
Central for FMCG, blurred for an asset-light services firm whose main cost is people, and absent for a bank, which has no cost of goods (098).
gross merchandise valuestatements
The total value of goods or services transacted on a platform — the scale of the marketplace, which in a marketplace model the platform mostly does not own, and which is not its revenue. Revenue is only the take-rate slice of GMV, so reading GMV as revenue overstates the business several-fold.
GMV is scale, not earnings — the headline platforms lead with, worth translating into revenue through the take-rate before judging the business's size.
gross refining marginratios
The spread, per barrel, between the value of the refined products and the cost of the crude — a refiner's key profit measure. It swings on the global refining cycle largely independent of the crude price level, so a high GRM is usually a cyclical windfall; the durable edge is refinery complexity, which earns a premium GRM through the cycle.
A high GRM is usually a windfall that reverses, not a lasting advantage — read it against the refining cycle and the refinery's structural complexity.
holding-company-discountvaluation
The gap by which a holding company's market value sits below the sum of the parts it owns — its stakes valued at their own prices, less the holding company's net debt. It exists because a holder owns the underlying businesses at one remove: the assets cannot be reached directly, unlocking them costs tax and effort, capital allocation sits with the parent, and minorities have little control. It is structural and can persist for years.
A wide discount is a description of a holding company, not an arbitrage — it closes only on a real catalyst such as a demerger, buyback or liquidation (111).
impairmentforensics
A write-down taken when a capitalised asset can no longer earn back the value it is carried at on the balance sheet. The shortfall is charged to profit in the year the impairment is recognised — the delayed bill for a cost that was capitalised but did not turn into a lasting, earning asset.
insurance floatsector
The pool of premiums a general insurer holds against claims not yet paid, invested for its own account until the claims fall due. Because premiums come in before claims go out, the float is large and grows as the insurer writes more premium; the investment income on it is a second profit engine, and for many insurers it is where most of the value compounds.
A combined ratio slightly above 100 on a large, growing, cheap float can be worth more than a lower combined ratio on a small one — the float, not the underwriting margin, is where the compounding lives.
interest coverageratios
Operating profit divided by interest expense — how many times over the business can pay its interest bill from operating earnings. A solvency check.
It dips at a cyclical trough and can overstate distress; and it is not a coverage question at all for a bank, where interest is the cost of goods rather than a burden to service.
inventory daysratios
The average number of days goods sit as inventory before they are sold, measured as inventory divided by daily cost of goods. One leg of the cash conversion cycle.
Meaningless for asset-light services and for lenders and insurers, which hold no operating inventory (110, 097).
investmentsstatements
Stakes a company holds in other businesses or in financial instruments, separate from its own operations.
For a holding company, investments in subsidiaries are the entire business, valued by a sum-of-the-parts rather than carried at book (111).
j curvestatements
The structural shape of a new unit's economics — a loss for its first years while heavy fixed costs sit against low utilisation, then a climb to a mature margin. It means a business expanding by opening units (a hospital chain, a QSR chain) shows a falling blended margin that is investment, not decline. Read mature and ramping units apart, never the blend.
A falling margin during expansion signals a healthy investing business where a J-curve is present, and a genuine problem where it is not — check whether loss-making new units are being added. Developed as a cross-sector forward indicator in 070.
joint liability groupsector
The traditional microfinance structure of small groups of borrowers who guarantee each other's loans, so peer pressure substitutes for collateral. It makes collections resilient in normal times but can amplify a shock — whole groups defaulting together — and it concentrates borrowers geographically, so a diversified book weathers a local shock far better than a concentrated one.
The joint-liability structure that makes collections reliable in good times can turn a local shock into a correlated wave of defaults.
Kelly criterionrisk
The bet size that maximises long-run growth given your edge and odds; full Kelly is aggressive, so most use a fraction.
Full Kelly assumes you know your edge precisely — over-estimate it and Kelly ruins you; fractional Kelly is the practical form.
lease adjusted leverageratios
An airline's (or other lease-heavy business's) debt including its lease liabilities — the present value of the fixed lease payments it is committed to make, which behave exactly like debt. Because aircraft are largely leased, the reported net debt is a fraction of this figure, so leverage read without the leases is badly understated.
An airline with modest reported net debt can carry lease-inclusive leverage of many times net worth — the debt hides in the leases.
load factorsector
The share of an airline's available seats actually filled. A higher load factor lifts revenue per available seat-kilometre (RASK) and is genuinely important, but it does not touch cost per seat-kilometre (CASK), so a full plane still loses money if CASK exceeds RASK.
Reading a high load factor as proof of profitability is the classic aviation error — the plane can be full and the RASK-minus-CASK spread still negative.
management-discussion-and-analysismanagement
The section of the annual report where management explains the year in its own words and, crucially, makes forward-looking claims — targets, plans, ambitions — that can be checked against later delivery. A single year's MD&A is optimism; read across several years, promise against outcome, it becomes a scorecard of how much management's words can be trusted.
The MD&A is written by the people it describes, to frame the year favourably — its forward claims are testable against delivery, but its emphasis is chosen, not neutral.
margin of safetyvaluation
Buying far enough below estimated value that you can be wrong and still not lose permanently.
A wide discount on a deteriorating business is a value trap, not a margin of safety.
Minsky momentcycle
The point where a long stretch of stability has bred so much leverage that a small shock triggers a sudden collapse.
Stability itself is the warning sign — the calm builds the fragility.
net debtratios
Total borrowings minus cash and cash equivalents. When cash exceeds all debt the figure is negative — the company is in a net cash position.
Net cash is a fortress for a cyclical that must survive a downturn — and a lazy balance sheet for a mature business hoarding idle cash that earns nothing and drags returns.
net distributable cash flowsector
The cash a REIT or InvIT actually has available to pay to unitholders — broadly its operating cash flow after interest and the maintenance capex needed to keep the assets competitive. It is far higher than reported profit because the large non-cash depreciation charge on value-holding property is added back, and it is the number a REIT is valued and read on. Accounting profit barely matters.
For a REIT the reported profit is an artefact of depreciation; NDCF is the real measure and what the distribution is paid from.
net interest incomestatements
A bank's real top line: interest earned on its loans and investments minus interest expended on its deposits and borrowings. It is the raw spread the business runs on, and everything else in the bank's P&L is built on top of it — fees added, costs and provisions taken out.
A manufacturer has a gross margin and no net interest income; for a bank the interest spread IS the business, not a financing cost near the bottom of the P&L.
net interest marginratios
Net interest income expressed as a percentage of a bank's average earning assets, so the spread can be compared across banks of different sizes. A wide NIM can come from cheap funding and disciplined lending, or from risky high-yield lending — so the size of the margin does not, by itself, tell you how safely it was earned.
The same NIM earned on prime loans funded by cheap CASA is worth more than one squeezed out of risky lending, because the second carries credit cost the first does not.
net revenue markupsector
What remains after stripping the pass-through out — the fee a staffing or agency business keeps for its service, the real top line. The margin on the net markup is healthy where the margin on the pass-through-inflated gross looks tiny, so the business is read and valued on the net, not the gross.
Read a pass-through business on its net markup, not its gross — the gross overstates the size and the margin on it understates the quality.
network effectsmoats
When each additional user makes the product more valuable to every other user.
Not all networks are defensible — multi-homing and low switching costs can dissolve the effect.
non performing assetsector
A loan on which the borrower has stopped paying, so it no longer earns for the bank — measured as gross NPA (the percentage of the loan book that has gone bad) and net NPA (that figure after the provisions already set aside). It is the core measure of a bank's asset quality, and gross NPA alone is only half the story without the coverage behind it.
A lower gross NPA is not automatically better — a small recognised problem with low provision coverage can hide a larger unrecognised one.
non-controlling-intereststatements
The share of a consolidated subsidiary's profit and net assets that belongs to outside shareholders rather than the parent. Because consolidation adds in all of a partly-owned subsidiary's profit, the portion owned by others is stripped back out on this line — so consolidated profit is reported both in total and 'attributable to the owners of the parent', and only the latter belongs to the parent's shareholders.
Valuing a parent on total consolidated profit rather than the amount attributable to its owners overstates earnings per share, sometimes badly.
occupancy ratesector
The share of a hospital's operational beds actually filled — the utilisation that determines whether its heavy fixed costs are covered. Below a threshold a hospital loses money however many beds it has; rising occupancy is the clearest sign a new (ramping) unit is on track, and the sweating of an existing estate.
Adding beds while occupancy falls is capacity built ahead of demand — a J-curve that may never turn.
operating leverageratios
The amplification of profit changes by a fixed cost base: when most costs are fixed (a telecom's network, an airline's fleet), a small percentage change in revenue produces a large percentage change in profit, in both directions. It makes a thin reported margin a leveraged residual that a small revenue move can transform — or wipe out.
A thin net margin under a fat EBITDA is not weakness but operating leverage — a small ARPU rise can double the profit, and a small cut can erase it.
order bookstatements
The value of contracted work a company has won but not yet executed — the leading indicator of a contractor's or capital-goods maker's future revenue, read against annual revenue as book-to-bill. Its trend matters most: order inflow above revenue means the pipeline is filling; below means the company is living off its backlog and today's revenue growth will reverse.
A growing order book can be a warning as well as a comfort if it was won by bidding at thin or loss-making margins — the volume of future work is not the same as profitable work.
other incomestatements
Money earned from outside the main business, such as interest on the company's own cash or dividends from investments. It is watched closely because strong other income can prop up a weak operating year.
For a bank, interest income is the business itself, not 'other' income, so the category does not carry the same meaning (098).
owner earningsvaluation
Operating cash a business generates minus the capex it must spend just to maintain its earning power.
In a real growth-capex year it looks low — that is investment, not decay.
pass through revenuesector
Money a company collects from its client and pays straight out to a third party — for a staffing firm, the salaries of the workers it places — which inflates the reported revenue without being the company's own earnings. It makes the margin on gross revenue look tiny by construction.
A staffing firm's reported revenue and its thin margin both mislead — most of the revenue is pass-through salary, so the real business is the net markup.
payable daysratios
The average number of days a business takes to pay its suppliers, measured against daily cost of goods. It funds the front of the operating cycle for free — but a cycle that improves only because payable days were stretched is efficiency borrowed from suppliers, not earned.
A rising payable-days figure is a supplier-funded strength in a strong retailer and a distress signal in a company stretching creditors it can no longer pay (008).
per title economicssector
The cost and earnings of each individual piece of content, the real test of a media company's content spend. Because content is hit-driven — a few titles earn most of the returns and many lose money — aggregate content spend is only value-creating if concentrated in titles that earn; the same spend across money-losing titles multiplies the loss.
Rising content spend is investment only if the per-title economics work — spread across flops, more spend just amortises a larger pile of loss.
percentage of completion leverstatements
The judgement by which a contractor recognises revenue in proportion to how complete it estimates each project to be. Estimating a project as more complete than it is recognises revenue and profit ahead of the actual work — flattering the current year at the expense of a later reckoning, since a project can only be 100% complete once. It shows up as unbilled revenue outrunning billed.
Revenue pulled forward by an aggressive completion estimate is borrowed from a later year; the cash, slowed by retention, is the slow truth that catches the estimate.
percentage-of-completionstatements
The method of recognising a long project's revenue and profit in step with how complete the project is judged to be. Because the completion estimate is a judgement, it is a lever that moves reported profit without any cash changing hands.
persistencysector
The share of a life insurer's policyholders still paying their premiums after a given time — measured at 13, 25, 37, 49 and 61 months. It is the honesty check on the whole book: high persistency means policies were genuinely wanted and the value of new business will be realised; low persistency means policies were pushed and lapse early, so the value booked up front quietly evaporates.
Two insurers with the same VNB margin can hold very different books; persistency is what tells you whether the reported value is real or a projection that will lapse away.
Piotroski F-scoreF-scoreforensics
A 0–9 score of financial strength from nine profitability, leverage and efficiency signals.
Designed for cheap 'value' stocks; a high F-score on an expensive quality name tells you little.
post-earnings-announcement driftPEADbehavioural
After a big earnings surprise, price keeps drifting in the surprise's direction for weeks, not adjusting instantly.
The first-hour move is often noise and reverses; the drift needs a genuine surprise versus expectations, not just a good result.
pre provision operating profitstatements
A bank's operating profit after fees and running costs but BEFORE the provisioning charge for bad loans — the cleanest measure of underlying earning power, because it sits above the most discretionary line in the statement. Two banks with the same PPOP earned the same operating profit, whatever their reported bottom lines say.
When reported profit grows but PPOP does not, the growth came from the provisioning line, not the business — read the two together.
pre sales and collectionssector
A developer's real activity measures: pre-sales (bookings) is the value of flats sold during the year, and collections is the cash received against current and past bookings. They lead reported revenue by years — flats sold now become revenue only on completion — so they, not the completion-based revenue line, tell you whether the developer is selling and getting paid.
Reported revenue is a completion artefact that can spike in a weak selling year; pre-sales and collections are the leading measure of the business.
price erosionsector
The structural decline in a generic drug's price after patent expiry, as competitors enter and undercut. US generics revenue therefore falls in price year after year on the existing products, so a firm must keep launching new generics just to hold its revenue — a treadmill of launches against erosion.
US generics revenue can look busy while shrinking — price erosion on the base outruns new launches unless the firm keeps the treadmill up.
price-to-bookP/Bratios
Market capitalisation divided by book value — how much the market pays for each rupee of accounting net worth. A staple for lenders and asset-heavy businesses.
P/B anchors a bank or a manufacturer but is enormous and uninformative for an asset-light firm, understates an insurer whose worth sits in embedded value, and looks falsely cheap when goodwill has inflated the book.
profit after taxPATstatements
The bottom line of the P&L: revenue less all expenses, interest and tax. The figure that flows into reserves and anchors most valuation multiples.
PAT is the most quoted and most manipulable line. Two companies with identical PAT can have opposite cash quality depending on how much of that profit was collected. When it is negative or absent, earnings-based ratios such as P/E simply stop existing.
profit and loss accountP&Lstatements
The statement of financial performance over a period: revenue earned less all costs, interest and tax, ending in profit after tax. Built on the accrual basis, so it records revenue when earned rather than when cash arrives — which is why a profitable P&L can sit beside a bank account that has not yet seen the money.
In real estate the P&L goes silent — completion-based recognition can report near-zero revenue in a record selling year, so pre-sales and collections answer 'did it make money' instead (104).
promoter-pledgeforensics
The portion of a promoter's own shareholding that has been borrowed against, with the shares put up as collateral. Disclosed separately from the holding itself because a falling share price can trigger a lender to sell the pledged shares into the market — forced selling that drives the price down further and can cost the promoter the very control the holding implied.
A high promoter holding signals alignment, but a heavily pledged one signals fragility — the holding line flatters, the pledge line warns, and the two must be read together.
property, plant and equipmentPP&Estatements
A company's long-lived physical assets — its land, buildings and machines — shown at what they cost minus the depreciation charged so far.
Dominant for heavy industry like cement, negligible for an asset-light IT firm, and almost absent for a bank, whose assets are loans (097).
provisionstatements
An amount set aside for a future loss that is likely but not yet certain — bad debts, warranty claims, a legal dispute. How much to set aside is a judgement that directly moves reported profit.
For a lender, loan-loss provisioning is the single biggest judgement in the accounts; under-provisioning flatters this year and breaks a later one (098).
provision coverage ratioforensics
The share of a bank's bad loans (gross NPAs) that it has already set aside provisions against. High coverage means most of the loss has been owned and taken to profit already, so the net, unprovided hole is small; low coverage means the loss is still sitting in future profits waiting to land. It is the honesty gauge on a bank's asset quality.
Two banks with identical gross NPA can carry very different unprovided losses; the coverage ratio is what separates an owned problem from a hidden one.
r and d expensingsector
The treatment, under Indian accounting, of most drug research and development as a cost of the year rather than a capitalised asset. So a research-heavy pharma's profit and asset base both read low in the years of heavy research, and its return on capital reads high, because the pipeline it is building never appears on the balance sheet — the real asset is invisible.
A high ROCE at a research-heavy pharma is partly an accounting artefact — the expensed research, its most valuable investment, is not in the capital base.
rask casksector
Revenue and cost per available seat-kilometre — an airline's unit economics. It earns RASK and spends CASK on every seat flown one kilometre, and the tiny gap between them, multiplied across a huge volume of seat-kilometres, is the whole profit. A few paise of movement, chiefly from fuel, swings the airline between profit and loss.
A full plane (high load factor) lifts RASK but not CASK, so it still loses money if a fuel spike pushes CASK above RASK — load factor is necessary, not sufficient.
rate basesector
The asset base a regulator approves for a utility, on which it is allowed to earn a set return. A regulated utility grows its profit by growing the rate base — building or acquiring more approved assets — rather than by competing, so its growth is a capex story dependent on the regulator approving both the spend and its inclusion in the base.
A utility's profit growth is not competitive success but rate-base growth earning an allowed return — there are no rivals to beat.
reflexivityvaluation
Soros's idea that prices don't just reflect fundamentals — they change them (cheap stock → cheap capital → better fundamentals, and vice versa).
The loop runs both ways and can reverse violently; reflexive strength becomes reflexive collapse.
regulatory assetssector
Costs a utility has incurred and capitalised in the expectation of recovering them through a future tariff order, sitting on the balance sheet as an asset on the strength of a regulator's expected decision. When they balloon, they signal profit booked on a promise — and if a future tariff order denies or delays the recovery, the asset is written off and the profit reverses.
A regulatory asset is the utility sector's profit-recognised-ahead-of-cash — a growing balance is earnings resting on the regulator's future goodwill, not on cash received.
reinvestment runwaymoats
How long a business can keep redeploying capital at high returns — often more important than the current multiple.
A long runway at mediocre returns destroys value; runway only matters if returns exceed the cost of capital.
reserve adequacystatements
Whether a general insurer has set aside enough for claims that have occurred but not yet been fully paid or assessed. Under-reserving lowers the claims ratio and flatters the combined ratio now, at the cost of a top-up in a later year — the general-insurance twin of a bank's provisioning judgement, and the honesty check behind the combined ratio.
An improving combined ratio built on thinning reserves is a warning wearing the costume of an achievement.
reserve lifesector
The number of years a mine can keep producing at its current rate — its reserves divided by annual production. It is the duration of the profit stream: a miner's value is the profit over the life of its reserves, so a large current profit on a short reserve life is worth far less than on a long one. A falling reserve life means the miner is mining faster than it replaces, liquidating its asset.
Two miners with the same current profit can be worth very different amounts — the one with the longer, replenished reserve life has the more valuable profit stream.
retained earningsreservesstatements
Cumulative profit a company has earned and not paid out as dividend, accumulated in the reserves line of the balance sheet under shareholders' equity. It is the bridge from the P&L to the balance sheet: this year's retained profit is added to last year's reserves.
Reserves are an accounting balance, not a pot of cash. Rising reserves alongside falling cash is normal when profit has been reinvested in capex or trapped in working capital. When the cumulative figure turns negative it becomes accumulated losses.
retention moneystatements
The portion of each bill a customer withholds on a construction contract — typically 5-10% — releasing it only when the project completes and the defect-liability period passes. It sits in the contractor's receivables for a year or more, making receivable days of 130-150 structural rather than a collection failure.
The same 140 receivable days that retention makes normal for an EPC contractor would signal channel stuffing or distress in FMCG.
return on capital employedROCEratios
Operating profit (EBIT) divided by capital employed — the pre-tax return the business earns on all the long-term capital, debt and equity, put to work in it. A core test of whether a business creates value.
ROCE is flattered at a cyclical peak, wrecked by construction-in-progress sitting in the denominator before it earns anything, and simply inapplicable to a lender, whose 'capital employed' is not a meaningful concept.
return on equityROEratios
Profit after tax divided by shareholders' equity — the return earned on owners' capital. Decomposes into margin, asset turnover and leverage.
A high ROE can be quality or just leverage; on an asset-light base a tiny denominator inflates it, and after a merger goodwill in equity distorts it. Negative earnings make it uninformative rather than merely low.
revenue from operationsstatements
The money a company earns from its actual business — selling its products or services — before any costs are taken out. It is the top line of the P&L, and it is kept separate from other income earned outside the main business.
For a bank there is no revenue-from-operations in this sense; the top line is interest earned. For a life insurer it is gross written premium (098, 100).
revenue per shipmentsector
Revenue divided by the number of shipments — a logistics operator's unit metric. It reveals whether revenue growth is coming from more shipments (volume), higher value per shipment (a mix shift into value-added services), or is being eroded by price competition (falling revenue per shipment), each a different growth story the headline revenue conceals.
The same revenue growth can be healthy volume, a valuable mix shift, or a price-cutting race to the bottom — only splitting into shipments and revenue per shipment reveals which.
revenue recognitionstatements
The decision of when a sale counts as earned and enters the P&L. It is simple for a shop paid at the till, and a genuine judgement for a long project, where it is resolved by percentage-of-completion.
For a contractor the revenue line itself is an estimate, so even revenue, which feels like a hard fact, is an opinion (105).
reverse DCFvaluation
Solving a discounted-cash-flow backwards to find what growth the current price already assumes.
Useful as a reality check, not a truth machine — its output is only as good as the margin and discount inputs.
revparsector
Revenue per available room — a hotel's core revenue metric, the product of occupancy and the average room rate, capturing volume and price in one comparable figure. Because a hotel's cost base is largely fixed, a RevPAR move is amplified into a much larger profit move (operating leverage), so the margin swings far more than RevPAR.
The same RevPAR can be a full hotel at a moderate price or a half-empty one at a premium — split it into occupancy and room rate to see the position and the quality of growth.
risk of ruinrisk
The probability that a series of bets drives your capital to a level from which you cannot recover.
Avoiding ruin has a cost too — permanent over-caution forfeits compounding; the skill is sizing, not fear.
scale economies sharedmoats
Returning scale gains to customers as lower prices to drive volume and deepen the cost moat, at the expense of reported margin.
A firm with no scale advantage cutting prices is losing a price war, not building a moat.
segment-reportingstatements
The breakdown of a company's revenue, profit and capital by business line or geography, disclosed in a note because a single consolidated profit is an average that can hide a strong segment subsidising a weak one. Reading the segments tells you which part of the business actually earns its return and which merely occupies the balance sheet.
A healthy group margin can be the blend of one segment earning far above average and a core business losing money — a fact only the segment note preserves.
shareholding-patternmanagement
The disclosure of who owns the company — promoter, institutional and public holders — and how those shares are split and changing over time. Read alongside the pledge disclosure, it tells you whether the controlling shareholder's stake is owned outright or borrowed against, and whether informed institutional holders are building or exiting.
For a professionally-managed firm with no dominant promoter, the governance risk is an entrenched management with weak owners, the opposite of the controlling-family risk.
stage 3 assetssector
An NBFC's bad loans under the expected-credit-loss (Ind AS 109) framework — the equivalent of a bank's non-performing assets, reported gross and net of the ECL provision held against them. Read exactly as gross and net NPA are for a bank: a low gross stage-3 with low provision coverage hides more than it shows.
Stage-3 measures the quality of the loan book (solvency); it says nothing about the funding-timing risk (liquidity) that actually kills an NBFC.
statutory formatstatements
The prescribed shape a company's financial statements must take, set by the kind of business it is. Manufacturers and most companies use Schedule III Division II; banks use the Banking Regulation Act formats prescribed by the RBI; NBFCs use Division III; insurers use IRDAI formats with separate policyholder and shareholder accounts. The format follows the economics, so lines familiar from one format — gross margin, inventory, debt-to-equity — can be absent or meaningless in another.
A line that means danger in one format — high leverage, near-zero revenue — is normal by construction in another; read the slots the format fills, not the line names.
stripping ratiosector
The amount of waste rock that must be moved to reach each tonne of ore in an open-pit mine. It rises as the mine deepens, pushing up the cost per tonne over time independent of the commodity price — a structural cost headwind that the current, price-driven margin can mask.
A stable margin can hide a rising stripping ratio steadily raising the cost per tonne — the mine's economics deteriorate beneath the price cycle.
subsidy receivablesector
Money the government owes a company for subsidised or regulated output — export and buffer-stock subsidies in sugar, the nutrient subsidy in fertilisers — booked as profit when the sale is made but paid late, partly, or in illiquid bonds. So a profit booked on it may not be collected in cash, and the older the receivable, the higher the risk.
A healthy-looking profit can rest on a subsidy the government has not paid — age the receivable, because an old subsidy claim is far less likely to be collected than a fresh one.
sum of the partsvaluation
The valuation method for a holding company: value each stake it owns at its own market price (for listed holdings) or a reasoned estimate (for unlisted ones), add the parent's net cash, and subtract the parent's debt. The total is what the parts are worth, against which the holding company almost always trades at a discount.
A holding company is valued on the sum of its parts, not its own misleading blended accounts — but the discount to that sum closes only on a catalyst, so a wide discount is not automatically cheap.
survivorship biasbehavioural
Judging from the visible survivors while the failures — who left no letters — are invisible.
The survivors sometimes did have skill; the error is inferring skill from survival alone.
switching costsmoats
The money, effort or risk a customer faces to move to a competitor — the higher, the stickier.
High switching costs can breed complacency and invite disruption from a radically cheaper entrant.
take ratesector
The percentage of gross merchandise value a platform keeps as its revenue — commissions, fees, advertising, fulfilment charges. Revenue equals GMV times the take-rate, so a rising take-rate monetises each rupee of GMV more heavily and grows revenue faster than GMV, though a take-rate pushed too high can drive users away.
Revenue growth from a rising take-rate is a different thing from growth in the underlying GMV — and the sustainable take-rate is itself a judgement.
terminal valuevaluation
The lump-sum value of all cash flows beyond the explicit forecast, often the majority of a DCF.
When 70%+ of the answer sits in year-10 assumptions, the model is a guess wearing a spreadsheet.
total contract valuesector
The value of deals an IT firm signs in a period — the forward book of work and a leading indicator of revenue. But it is not standardised: one company counts only net-new deals, another includes renewals, a third folds in pass-through costs, so the same reported TCV can mean different things. It is meaningful only against a single company's own consistent definition, never compared naively across firms.
TCV, like most SaaS metrics, is defined to each company's advantage — comparing it across firms without checking the definitions is a category error.
trade payablestatements
Money a company owes its own suppliers for goods and services already received. It is a form of free short-term funding, and the mirror image of a trade receivable.
A stretched payable-days figure is supplier-funded strength in a strong retailer and a distress signal in a company stretching creditors it can no longer pay (008).
trade receivablestatements
Money owed to the company by customers for goods or services already delivered and recognised as revenue. An asset on the balance sheet. The gap between booking a sale and collecting it lives here.
Rising receivables are retention money held to contract completion in EPC — and channel stuffing in FMCG. The line is identical; the meaning is opposite.
unbilled revenuestatements
Revenue a contractor has recognised on its percentage-of-completion estimate but not yet billed to the customer. A modest, stable balance is normal; unbilled revenue growing much faster than billed is where the percentage-of-completion lever shows — revenue recognised ahead of billing, or disputed claims booked as receivable.
A widening unbilled-to-billed gap can be genuine timing or an aggressive completion estimate; only the following periods' billing and cash resolve which.
under recoveriessector
The losses a fuel marketer bears selling price-regulated fuels below cost, in the expectation of government compensation through a subsidy. Large, rising under-recoveries mean the reported profit rests on a subsidy that may be delayed, paid partly, or settled in illiquid bonds — a policy-dependent receivable, not collected cash.
A regulated marketer's healthy-looking profit can sit on a subsidy that has not arrived — under-recoveries are a policy risk to the cash behind the profit.
upstream downstreamstatements
The fundamental split of an integrated oil company: upstream (exploration and production) profits rise with the crude price, while downstream (refining and marketing) is driven by refining margins and, for regulated fuels, is squeezed when crude is high. The segments move in opposite directions with crude, so the group profit is a net that hides the story.
A crude spike gilds the upstream and crushes the regulated marketing at once — read the segments apart, not the blended group profit.
useful-lifestatements
The number of years a long-lived asset is assumed to be usable, which sets how fast its capitalised cost is charged to profit as depreciation or amortisation. It is an estimate chosen by management within a range the auditor accepts; a longer assumed life means a smaller charge each year and a higher reported profit.
Two identical businesses can report different profits purely by assuming different useful lives — the estimate, not the business, moves the number (006).
usfda pipelinesector
The set of a pharma firm's pending US product approvals (ANDAs awaiting clearance) and the regulatory status of its manufacturing plants. The pending approvals are the leading indicator of future US revenue; the plant status is the binary risk — a USFDA warning letter escalating to an import alert can bar a plant's products from the US market, cutting off a large slice of revenue for years.
Regulatory risk in pharma is binary and concentrated at the plant level, and it shows in the financials only after the revenue is already gone.
utilisationsector
The share of an IT firm's billable workforce actually deployed on client work rather than sitting idle on the bench — the factory-utilisation of a people business. Idle employees are paid but earn nothing, so utilisation is a direct margin lever; rising utilisation with growing revenue is efficient, revenue growth on falling utilisation is bought with idle cost.
Revenue growth on falling utilisation is headcount added faster than it is deployed — growth bought with idle, unbilled cost.
value of new businesssector
The present value of the future profits expected from the policies a life insurer writes in a year, net of the up-front cost of writing them. It captures now the value that the reported profit will only reveal over the following two decades, and its margin (VNB as a percentage of new-business premium) shows how much value each rupee of new premium creates.
Premium growth is not value growth — a thin VNB margin means the new business creates little worth, and VNB is only realised if the policies persist.
value trapbehavioural
A stock that looks cheap on the numbers but stays cheap because the business is quietly deteriorating.
Not every cheap stock is a trap — the difference is whether the fundamentals are stable or eroding.
volume-weighted average priceVWAPtechnical
The average price weighted by volume over a period — used as an execution benchmark.
A reference for execution, not a prediction; beating VWAP says nothing about whether the trade was wise.
winner's cursebehavioural
In a contest for an asset, the winner is often the one who most overestimated its value — and overpaid.
Winning isn't always a curse when you have information others lack; the danger is winning on optimism alone.
working capitalstatements
The capital tied up in day-to-day operations: inventory plus trade receivables minus trade payables. Positive working capital means the business funds its own operating cycle; negative means suppliers and customers fund it.
Negative working capital is a structural superpower in a till-based business like QSR, where cash arrives before suppliers are paid — and a warning in capital goods, where it usually means customer advances the company must still deliver against.
yield on assetsratios
The realised fee rate a manager earns on its assets under management, in basis points. It compresses over time as funds scale, competition intensifies and money shifts to cheaper products, and it differs sharply by product — equity funds earn far more than liquid or debt. Revenue is AUM times yield, so the yield trend and the product mix decide how much AUM growth becomes revenue.
The same AUM growth produces very different revenue depending on the mix — equity-led growth earns far more than liquid-led growth of the same size.
yield-curve inversioncycle
When short-term interest rates rise above long-term rates — historically a recession warning.
It has forecast recessions that took years to arrive, and the lead time is too variable to trade.

Educational only — a method of reading, not stock tips. No recommendations, ever. Written by Manoj Sethi — a retail investor and forever learner who often gets it wrong — sharing what he has learned, with the help of AI. He is not a SEBI-registered analyst or investment adviser, and nothing here is investment advice. No words here should be taken as advice — always do your own due diligence. How this is made.