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

Equity Research6

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

Portfolio Management3

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

Mutual Fund Mastery3

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

Derivatives Unlocked4

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

AI For Finance2

Retrieval and Grounding for FinanceDocument Extraction in Finance

Breaking Into Quants4

Backtesting a StrategyHypothesis TestingCleaning Financial DataRegression for Finance

Breaking Into VC3

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

Financial Analyst Program4

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

Risk Management Program2

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

Investment Banking Analyst3

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

Private Wealth Management3

Tax Aware Portfolio DecisionsBuilding a Client Risk ProfileGoal Based Planning Arithmetic

Debt Capital Markets3

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

Private Equity Analyst2

Fund Waterfalls and CarryThe LBO in Structure

Hedge Funds Analyst2

Short Selling MechanicsLong Short Mechanics
Courses
Explore Career Roadmaps
Investment Banking AnalystEquity Research AnalystVC AnalystPrivate Equity AnalystHedge Funds Analyst
Quant AnalystAI For FinanceFinancial Analyst ProgramPrivate Wealth ManagementDebt Capital Markets
Risk Management ProgramDerivatives FoundationPortfolio ManagementMutual Fund Mastery
PartnershipsShowdown
Log inSign up
Risk Management Program · CoreTrack
1Risk, Treasury & Financial Control
iRisk Foundations
Risk Appetite, Tolerance, Capacity…The Risk Taxonomy and UniverseRisk Register vs Risk MatrixStress TestingScenario Analysis vs Stress TestingImpact and LikelihoodLikelihoodThe Risk EventRisk Assessment
iiEnterprise Risk Management
Enterprise Risk ManagementThe Four Risk TreatmentsRisk CultureRisk MaturityRisk Monitoring
iiiRisk Governance
Risk GovernanceHow to set a…The Risk PolicyThe Risk OwnerThe Risk Committee and Its CharterThe Risk Limit FrameworkRisk EscalationHow to set a…
ivCredit and Counterparty Risk
Collateral AgreementsCollateral vs NettingProbability of DefaultExposureCounterparty ExposureConcentration Risk vs Wrong Way RiskCounterparty Risk vs Credit RiskHow to assess Counterparty ExposureHow to assess Concentration Risk
vMarket Risk
Market RiskSensitivity MeasuresThe Hedging PolicyInterest Rate Risk in the Banking BookIRRBB vs Market RiskExpected ShortfallEconomic Value of EquityVaR BacktestingOpen PositionValue at RiskValue at Risk and Expected ShortfallEconomic Value SensitivityFX ExposureValue at Risk vs Expected ShortfallEarnings at Risk vs…FX Transaction Risk vs…How to measure Interest…How to measure Foreign…
viLiquidity Risk
Liquidity Stress TestingLiquidity Gap vs Liquidity BufferMaturity MismatchThe Debt Maturity ProfileFunding ConcentrationSurvival HorizonThe Contingency Funding PlanNet Stable Funding RatioLiquidity Risk vs Funding RiskLiquidity Coverage RatioLiquidity Gap and BufferHow to run a Liquidity Gap Analysis
viiOperational Risk
Operational LossThe Loss EventRisk and Control Self AssessmentException ManagementInformation Security as a…Segregation of DutiesIssue ManagementThe Near MissRoot Cause Analysis in RiskThe Fraud TriangleCyber Risk vs Third Party RiskHow to run a…How to assess Third…
viiiRisk Reporting, Data and Model Risk
Model RiskModel Validation vs BacktestingHow to run Model ValidationData Governance in RiskModel Risk vs Data RiskKey Risk IndicatorsManagement InformationRisk ReportingRisk ScoreEarnings at RiskRisk Adjusted ReturnEarly Warning IndicatorsHow to build a KRI Dashboard
ixTreasury
Corporate TreasuryAsset Liability ManagementIntragroup FundingThe Treasury PolicyThe Treasury Management SystemThe Cash ForecastCash Pooling and ConcentrationHow to build a Cash Forecast
xFinancial Controls and Assurance
Control AssuranceThe Control LifecycleThe Assurance MapThe Audit FindingIssue RemediationInternal Financial ControlsControl Design vs Control EffectivenessHow to map Internal Financial ControlsHow to test Control…Control DeficiencyMaterial Weakness
xiOperational Resilience
Operational ResilienceBusiness Continuity and Disaster RecoveryBusiness Continuity vs Operational…Crisis ManagementDisaster RecoveryIncident Management

The Risk Limit Framework: Cascading Appetite Into Operations

A risk limit framework is the machinery that turns a sentence the board wrote into a number somebody is measured against on a working Tuesday. The framework runs in two directions and has to be read in both. Downward, every appetite clause should reach a limit. Upward, every limit should sit under a clause. At Vindhya Commercial Bank Limited, invented, it is 4 of 8 one way and 4 of 12 the other.

A cascade is not a diagram. A cascade is a claim, and the claim is testable in two directions at once. The claim says that everything the board cares about reaches somebody who is measured on it, and that everything somebody is measured on came from something the board cares about. Read it downward and it usually looks respectable. Read it upward and it usually does not. Reading it both ways, on one bank's own eight clauses and twelve limits, is the whole of this guide.

What is a risk limit framework actually for?

A board writes a risk appetite statement once a year. The statement is a short document, one or two printed sides, and it is written in sentences: the bank will not lose more than this, will not concentrate more than that, will survive this long under its own severe scenario. Nobody in a branch or on a desk can act on a sentence, so the statement is honest and useless at the same time on a Tuesday morning. A branch or a desk can act on a number attached to a measure, with a name beside it. A limit frameworkThe machinery that connects an appetite statement to the numbers people are actually measured against. is the machinery in between, and it exists for one reason: a sentence cannot be breached, but a number can.

Take the household version first. The shape is identical and only the scale is not. A household decides, in as many words, that the school fee will never go unpaid. The fee decision is the household version of a board sentence. The decision is genuinely meant and it changes nothing by itself. The cascadeThe connection running downward from a board sentence to a measured limit, and upward from a limit to the sentence it serves. is what happens next: the sentence becomes a rule that Rs 60,000/- sits in the fee account by the twenty fifth of every month, the person who does the banking checks it, and if it is short they say so at dinner rather than in April. Now there is a number, a measure, a checker and a moment. The sentence has reached the working month. Most households never do this. For them the fee is a crisis and not a line item.

Vindhya Commercial Bank Limited is that household at Rs 96,000 crore. Its board has approved eight appetite clauses, numbered A1 to A8, and its risk function runs twelve limits, numbered L1 to L12, each with a cap, a current reading and a utilisationWhat is running against a limit, expressed as a percentage of it, with anything above 100 being a live crossing. figure at month 12. Which body approves the clauses and which body sets the limits is a separate subject, covered separately. The narrower and harder question is whether the eight and the twelve actually connect, and how anybody would know.

The answer is to count, twice, in opposite directions, stating the denominator each time. Counting twice sounds trivial. The count is not trivial. The two counts on this bank's own sets come out at 50.0 per cent and 33.3 per cent from exactly the same four connections, and an institution quoting one number without the other is quoting the flattering half of its own framework.

EIGHT APPETITE CLAUSES A1 TO A8 the board’s own sentences, approved once a year FOUR CONNECTIONS only these four are recorded TWELVE LIMITS L1 TO L12 the bank’s own caps at month 12 A1 capital own floor of 11.0 per cent, now 15.0 A2 earnings volatility net interest income under a rate move A3 counterparty concentration 60.0 per cent of tier 1 capital A4 sector concentration 12.0 per cent of gross advances A5 asset quality gross non-performing below 3.5 per cent A6 liquidity thirty days of its own severe scenario A7 operational loss below Rs 60 crore in twelve months A8 conduct reported within 5 working days L1 single name exposure Rs 2,640 crore cap, 94.5 per cent used L2 borrower group exposure Rs 3,960 crore cap, 80.0 per cent used L3 sector concentration Rs 7,056 crore cap, 108.3 per cent used L4 sub-investment grade share Rs 8,820 crore cap, 93.3 per cent used L5 trading book value at risk Rs 18.0 crore cap, 86.7 per cent used L6 trading book stop loss Rs 30.0 crore cap, 28.0 per cent used L7 net overnight open position Rs 240 crore cap, 80.0 per cent used L8 economic value sensitivity Rs 990 crore cap, 84.8 per cent used L9 structural liquidity gap 28.0 per cent cap, 89.3 per cent used L10 wholesale funding share 20.0 per cent cap, 112.8 per cent used L11 operational loss Rs 60.0 crore cap, 73.0 per cent used L12 depositor concentration Rs 9,216 crore cap, 120.8 per cent used connected, and a line touches it no connection recorded in this bank’s own file red figure: over its cap at month 12
Four lines run between the invented bank’s eight appetite clauses and its twelve limits, and they are the only four its own record holds: read left to right and four clauses lead nowhere, read right to left and eight limits come from nowhere, and it is the same four lines counted twice against two different denominators.

What does a cascade sentence look like when it is written down properly?

The unit of a limit framework is not the limit. The unit is the cascade sentenceThe one line that names the clause, the measure, the number and the body that will read it., and the cascade sentence has exactly four parts. The clause it comes from. The measure it is stated in. The number. The body that reads it. A cascade with any one of those four missing cannot be tested by anybody. Most limit frameworks are untestable rather than wrong.

Here is one written out in full from this invented bank. Appetite clause A4 says no single sector exceeds 12.0 per cent of gross advances. Gross advances at month 12 are Rs 58,800 crore, so 12.0 per cent of that is Rs 7,056 crore, and that number is limit L3, read by committee G2 at each of its six sittings a year. Clause, measure, number, reading body. Every part of it is now checkable. The largest sector, infrastructure and power, stands at Rs 7,644 crore, being 13.0 per cent of gross advances and 108.3 per cent of the cap. The sector has been over since month 5. Every one of those statements is checkable by a reader with nothing but this paragraph, and that is the test a cascade sentence has to pass.

Taking a part away shows what each one carries. Without the clause, nobody can say why Rs 7,056 crore exists or whether it is the right size. Without the measure, two teams will compute sector exposure two ways, both convinced they are right, and the argument will happen in the month the limit is crossed rather than in the month it was written. Without the number there is an aspiration, and an aspiration cannot be breached. Without the reading body there is a number nobody looks at until it appears in a post mortem. Each of the four parts makes one of the other three usable.

ONE CASCADE SENTENCE, IN ITS FOUR FIXED PARTS Appetite clause A4 becoming limit L3 at Vindhya Commercial Bank Limited, invented. Every part is the bank’s own. 1. THE CLAUSE A4, the board sentence that no single sector exceeds 12.0 per cent of gross advances 2. THE MEASURE sector exposure as a share of gross advances, defined once so that two people compute it the same way 3. THE NUMBER Rs 7,056 crore, being 12.0 per cent of gross advances of Rs 58,800 crore. It is limit L3. 4. THE READING BODY G2, the body that sets every limit, sitting 6 times a year, so the number is read 6 times TAKE IT AWAY AND nobody can say why the limit exists at all, or whether the cap is right TAKE IT AWAY AND two teams compute it two ways and both are sure they are correct TAKE IT AWAY AND it is an aspiration, and an aspiration cannot be breached by anybody TAKE IT AWAY AND it is a number nobody looks at until something has already gone wrong Limit L3 stood at Rs 7,644 crore at month 12, being 108.3 per cent of its cap, and it has been over since month 5.
A cascade sentence carries the clause it comes from, the measure it is stated in, the number and the body that reads it, and removing any one of the four takes away the thing that made one of the other three usable.
Try it out

Which set of four parts makes a cascade sentence testable by somebody who was not in the room when it was written?

Derivatives Foundation Bootcamp — Fin Maverick

Reading downward, which of the eight clauses reach a limit?

Downward coverageThe share of appetite clauses that reach at least one limit. follows the way the document was written, and it is the reading everybody does: start at the board sentence, ask what number carries it. Do it on all eight clauses of this invented bank and the count is four.

ClauseWhat the board saidReaches
A1 capitaltotal capital ratio above the bank’s own internal floor of 11.0 per cent, now 15.0 per centnothing
A2 earnings volatilitynet interest income does not fall by more than Rs 360 crore under a 200 basis point moveL8
A3 counterparty concentrationno single borrower group past 60.0 per cent of tier 1 capitalL2
A4 sector concentrationno single sector past 12.0 per cent of gross advancesL3
A5 asset qualitygross non-performing assets below 3.5 per cent of gross advances, now 3.0 per centnothing
A6 liquiditysurvives thirty days of the bank’s own severe scenario with no recourse to the central banknothing
A7 operational lossnet operational loss over a rolling twelve months below Rs 60 crore, now Rs 43.8 croreL11
A8 conductno tolerance for a breach of a statutory obligation, reported to G2 within 5 working daysnothing
Eight clausesfour reach a limit and four reach nothing4 of 8

Four of eight is 50.0 per cent, and that is the number this bank would quote if anybody asked how connected its framework is. The count is not dishonest. A2 really does cascade into L8, the economic value of equity sensitivity limit of Rs 990 crore, and L8 stood at Rs 840 crore at month 12. L8 utilisation is therefore 84.8 per cent. This bank’s model inventory completeness of 28 registered models against 33 found in use is the same fraction to one decimal and a completely different subject, so it is worth saying which 84.8 per cent is meant. A3 cascades into L2 at Rs 3,960 crore, A4 into L3 at Rs 7,056 crore, A7 into L11 at Rs 60.0 crore. Four sentences reached the working month.

Try it out

Four of the eight appetite clauses reach a limit. Before the other direction is read: how many of the twelve limits have a clause above them?

What happens to an appetite clause that reaches nothing?

Something specific, and it is worth stating precisely rather than dramatically. An orphan clauseAn appetite clause with no limit beneath it, so nothing reports on it between board sittings. does not stop being true. The board still means it. A bank computes its capital ratio and its non-performing share whether or not a limit exists, so the underlying quantity is still measured somewhere by somebody. The missing element is the carrying number, a number that turns up in an operational report with a cap beside it and a name attached. A movement toward the edge is then noticed by somebody whose job it is to notice.

The consequence is a gap in time. Committee G1, the board, sits 6 times a year in this bank, an interval of 60.8 days and an average wait of 30.4 days from any given moment to the next sitting. No operational number sits underneath clauses A1, A5, A6 and A8 for anybody to read in between, so for those four the wait is the reporting cycle. Nothing is being hidden and nobody is being careless. The board sentence and the working month are simply connected by a document that arrives six times a year rather than by a limit that is read continuously.

THE GAP A CLAUSE WITH NO LIMIT UNDER IT FALLS INTO The board G1 sits 6 times a year in this invented bank. That cadence is its own arrangement and not a requirement. SIX BOARD SITTINGS ACROSS THE TWELVE NUMBERED MONTHS month 1 month 6 month 12 60.8 days between sittings, so an average wait of 30.4 days AND THESE FOUR CLAUSES HAVE NOTHING UNDERNEATH THEM IN BETWEEN A1 capital no limit under it A5 asset quality no limit under it A6 liquidity no limit under it A8 conduct no limit, and no cap is possible
Half of this invented bank’s appetite statement has no operational number underneath it, so between two board sittings 60.8 days apart, with an average wait of 30.4 days, nothing reports on A1, A5, A6 or A8 on the board’s behalf.

Three of those four could carry a limit tomorrow. A1 measures a capital ratio, A5 measures a share of a book, A6 measures a survival horizon, and all three are continuous quantities that a cap can sit on. A8 is different, and the difference is honest rather than sloppy. A8 says there is no tolerance for a breach of a statutory obligation, and that any such breach reaches committee G2 within 5 working days. A8 states a process and not a cap. A number written under it would be a level of statutory breach the board finds acceptable, and setting such a level is precisely what the clause was refusing to do. Some appetite clauses genuinely cannot become a number, and forcing one is worse than leaving it uncascaded.

A CLAUSE THAT CAN CARRY A NUMBER, AND A CLAUSE THAT CANNOT Both are this invented bank’s own clauses. Neither figure is a requirement of any kind. A1 CAPITAL, A CONTINUOUS MEASURE total capital ratio, the bank’s own internal floor at 11.0 own floor 11.0 per cent now 15.0 A number can sit anywhere on this scale, and a reading can move toward it a little at a time, which is exactly what a limit is for. A1 carries no limit in this bank, but nothing about the clause prevents one. A8 CONDUCT, TWO STATES AND A CLOCK no statutory breach a statutory breach, and it reaches G2 in 5 working days There is no scale between the two boxes, so there is no place to put a cap. Any number written here would be a stated quantity of statutory breach the board accepts, which is the opposite of what the clause says. The 5 working day undertaking is this bank’s own wording. What any statute or supervisor requires is not stated here.
Appetite clause A1 sits on a continuous scale that a cap could be placed on at any point, while A8 has only two states and a reporting clock, so a cascade that forces a number under A8 has invented an acceptable quantity of statutory breach.
Try it out

A1 says the bank holds a total capital ratio above its own internal floor of 11.0 per cent at all times, and no limit sits under it. What is the practical consequence?

Debt Capital Markets Bootcamp — Fin Maverick

Reading upward, how many of the twelve limits have a clause above them?

The upward reading is the awkward direction, and almost nobody runs it. Start at the limit instead of the clause. Take L1, the single name exposure limit of Rs 2,640 crore, being 40.0 per cent of tier 1 capital, running at 94.5 per cent against counterparty C1. Ask one question: which sentence in the appetite statement does this number serve? Then do the same for L2, and for the other ten.

The answer is four. L8 serves A2, L2 serves A3, L3 serves A4, L11 serves A7, and the other eight serve no clause in the statement at all. The four connections are the ones counted a moment ago, read backwards, and they produce 4 of 12 rather than 4 of 8, being 33.3 per cent rather than 50.0 per cent. Nothing changed except the denominator, and stating the denominator is the whole discipline here. Upward coverageThe share of limits that sit under an appetite clause. is the number an institution almost never quotes about itself, for the obvious reason that it is the smaller one.

THE SAME FOUR CONNECTIONS, COUNTED TWICE Vindhya Commercial Bank Limited, invented. Each filled cell is one end of one of the four recorded connections. DOWNWARD: APPETITE CLAUSES THAT REACH AT LEAST ONE LIMIT A1 A2 A3 A4 A5 A6 A7 A8 4 of 8, being 50.0 per cent UPWARD: LIMITS THAT SIT UNDER AN APPETITE CLAUSE L1 L2 L3 L4 L5 L6 L7 L8 L9 L10 L11 L12 4 of 12, being 33.3 per cent Four connections, two denominators. A framework described as half connected is being described from the end that looks better.
Downward, 4 of the 8 appetite clauses reach a limit, being 50.0 per cent; upward, the same four connections cover only 4 of the 12 limits, being 33.3 per cent, so the reading an institution quotes about itself depends entirely on which end it counts from.
Risk Management Program Bootcamp — Fin Maverick

Are the eight orphan limits wrong limits?

No, and this is where the subject is most often taught badly. An orphan limitA limit with no appetite clause above it, which is not necessarily a wrong limit. is usually a perfectly sensible control that arrived from somewhere else: a supervisory conversation, an old incident, a treasurer who wanted a cap on something before it became a problem, a policy written by a team that never read the appetite statement because it was not their document. L5, the trading book value at risk limit of Rs 18.0 crore running at 86.7 per cent, is a good limit. Nobody looking at it would say it should not exist.

Being an orphan does not cost correctness. The cost is the ability to answer one question. If somebody asks why the cap is Rs 18.0 crore rather than Rs 9.0 crore or Rs 36.0 crore, a connected limit answers by pointing upward: it is 12.0 per cent of gross advances because the board said 12.0 per cent of gross advances. An orphan limit has no upward answer, so nobody in the institution can say whether the number is the right size or twice what it should be. The orphan also raises an authority question that a clause with no limit does not raise: somebody is being measured, every month, against a number the board never asked for. The arrangement is not scandalous. The number is just unexamined, and unexamined numbers acquire authority by surviving.

TWO GAPS THAT LOOK ALIKE ON A DIAGRAM AND NEED TWO DIFFERENT FIXES Both examples are this invented bank’s own clause and its own limit. A CLAUSE WITH NOTHING UNDER IT A6 liquidity, a board sentence no limit here nothing reports on it between board sittings, an average wait of 30.4 days IT IS A REPORTING HOLE The fix is to write a limit under it, which the risk function can propose without changing a board decision. A LIMIT WITH NOTHING ABOVE IT no clause here L10 wholesale funding share somebody is measured every month on a number the board never asked for, now 112.8 per cent IT IS AN AUTHORITY QUESTION The fix is to ask which board sentence it serves, and if the honest answer is none, only the board settles it. One gap costs time between sightings. The other costs the ability to say who asked for the number. They are not the same defect.
A clause with no limit under it is a reporting hole that the risk function can close on its own, while a limit with no clause above it is an authority question that only the board can settle, and a cascade diagram drawn with arrows in one direction hides the second one completely.
Try it out

Eight of the twelve limits have no appetite clause above them. Does that make them wrong limits?

Cleaning Financial Data — free micro-course from Fin Maverick

How far does tidying the framework actually get?

Repairing it is the interesting part. A surprising distance can be covered with no new decision from anybody. The move is simple: each orphan limit goes under the orphan clause that already measures the same thing. The mapping below is an analyst’s exercise on an invented bank’s own two sets, and not something the bank did. The case record holds only the four connections already counted. The exercise establishes the place where it stops.

A1, capital, already measures the total capital ratio. L1, single name exposure, is written as 40.0 per cent of tier 1 capital, being Rs 2,640 crore, so it is a capital measure wearing a credit label. L1 goes under A1. A5, asset quality, already measures the non-performing share at 3.0 per cent against a 3.5 per cent clause. L4, the sub-investment grade share limit of Rs 8,820 crore running at 93.3 per cent, is the same book one grade earlier, and that earlier book becomes A5 next year. L4 goes under A5. A6, liquidity, already measures survival under the bank’s own severe scenario at 34 days against a thirty day clause, and three orphan limits feed exactly that: L9, the 1 to 14 day structural gap at 89.3 per cent of its cap; L10, wholesale funding share at 112.8 per cent; and L12, depositor concentration at 120.8 per cent on a Rs 76,800 crore deposit base. All three go under A6.

Five of the eight orphans are now placed, and both readings move a long way. Downward coverage rises from 4 of 8 to 7 of 8, or 50.0 per cent to 87.5 per cent. Upward coverage rises from 4 of 12 to 9 of 12, or 33.3 per cent to 75.0 per cent. Nobody changed a limit, nobody wrote a new clause, nobody asked the board for anything. All that happened is that somebody sat down with two lists and asked, for each row, what it was already measuring. And then it stops dead.

HOW FAR TIDYING GETS, AND WHERE IT STOPS The mapping is an analyst’s exercise on an invented bank’s own sets. The bank did not do this. DOWNWARD COVERAGE, CLAUSES REACHING A LIMIT as recorded 50.0 per cent after mapping 87.5 per cent UPWARD COVERAGE, LIMITS SITTING UNDER A CLAUSE as recorded 33.3 per cent after mapping 75.0 per cent the part no mapping reaches: A8 above, and limits L5, L6 and L7 below Neither reading gets to 100 per cent, and the reason is not untidiness in either case.
Placing five orphan limits under three orphan clauses moves downward coverage from 50.0 per cent to 87.5 per cent and upward coverage from 33.3 per cent to 75.0 per cent, and then the next limit cannot be placed at all, which is a wall rather than a slope.
Try it out

Five of the eight orphan limits can be placed. Why do L5, L6 and L7 have nowhere to go?

Play with it

Place the orphan limits one at a time and watch both readings move

One control: which of the eight orphan limits is placed under an orphan clause. Two consequences: downward coverage, being the share of clauses A1 to A8 that reach at least one limit, and upward coverage, being the share of limits L1 to L12 that sit under a clause. The starting state below is the bank’s own recorded state, being 4 of 8 downward at 50.0 per cent and 4 of 12 upward at 33.3 per cent, with L1, L4, L5, L6, L7, L9, L10 and L12 orphaned. Five placements are available and they are the whole of the proposal: L1 single name exposure under A1 capital, L4 sub-investment grade share under A5 asset quality, and L9 the structural liquidity gap, L10 wholesale funding share and L12 depositor concentration under A6 liquidity. With all five made, downward coverage reads 7 of 8, being 87.5 per cent, and upward coverage reads 9 of 12, being 75.0 per cent. Not one of the eight clauses mentions the trading book, so L5 trading book value at risk, L6 trading book stop loss and L7 the net overnight open position cannot be placed under any clause at all, being 3 of 12 or 25.0 per cent of the limit set. A8 conduct is written as a process rather than a cap, so it takes no limit either. There is no state of this control in which either reading reaches 100 per cent.

THE CASCADE, BOTH ENDS, AS MAPPED THE EIGHT APPETITE CLAUSES: DOES ANY LIMIT REPORT ON IT? A1 capital A2 earnings A3 counterparty A4 sector A5 asset quality A6 liquidity A7 operational A8 conduct THE TWELVE LIMITS: DOES A CLAUSE SIT ABOVE IT? L1 orphan L2 linked L3 linked L4 orphan L5 orphan L6 orphan L7 orphan L8 linked L9 orphan L10 orphan L11 linked L12 orphan COVERAGE, READ IN BOTH DIRECTIONS downward 50.0 upward 33.3 The dashed red line on each track is the furthest any mapping reaches: 87.5 per cent downward, 75.0 per cent upward. THE MAPPING HERE IS AN ANALYST’S EXERCISE ON AN INVENTED BANK’S OWN SETS, NOT SOMETHING THE BANK DID. Placeable: L1 under A1, L4 under A5, and L9, L10 and L12 under A6. Those five are the whole of the proposal. Not placeable at all: L5, L6 and L7, because not one of clauses A1 to A8 mentions the trading book. A8 conduct takes no limit either, because it is written as a process rather than a cap. Neither reading reaches 100 per cent in any state of this control.
Placements made
0 of 5
Downward coverage
4 of 8
Upward coverage
4 of 12

As the case records it, 4 of the 8 appetite clauses reach a limit, being 50.0 per cent, and 4 of the 12 limits sit under a clause, being 33.3 per cent, with L1, L4, L5, L6, L7, L9, L10 and L12 left orphaned.

Educational illustration. Every clause, limit, cap and utilisation belongs to Vindhya Commercial Bank Limited. The four recorded connections are the whole of what the case holds; the five placements offered above are an analyst’s exercise rather than a recommendation to that bank or to anybody else.
Try it out

Even at the best mapping, upward coverage stops at 9 of 12. What would it take to reach twelve?

Cleaning Financial Data teaches you to find the errors that survive every check and break every model.

Why can three of the limits not be placed at all?

The sentence nobody wrote, and what it leaves uncovered

Three limits cannot be placed under any clause, and the reason is not untidiness. L5, the trading book value at risk limit of Rs 18.0 crore; L6, the trading book stop loss limit of Rs 30.0 crore; and L7, the net overnight open foreign exchange position limit of Rs 240 crore, being 3 of 12 limits or 25.0 per cent, have nowhere to go because not one of the eight appetite clauses mentions the trading book.

Read A1 to A8 in order and listen for it: capital, earnings volatility under a rate move, counterparty concentration, sector concentration, asset quality, liquidity, operational loss, conduct. Eight sentences, and the trading book is in none of them. Meanwhile the bank runs a held for trading book of Rs 3,600 crore, being 3.75 per cent of its Rs 96,000 crore balance sheet, and that book carries Rs 4,800 crore of market risk weighted assets, being 8.0 per cent of the Rs 60,000 crore total. The bank has three limits on that book, and two of the year’s six breaches, B5 in month 3 and B2 on month 9 day 2, were against those limits.

So the maximum reachable is 7 of 8 clauses and 9 of 12 limits. The framework is broken at both ends, and only one end can be mended by tidying. The other end needs a board to write a sentence it has never written. Writing that sentence is a decision and not a mapping exercise, and nobody in the risk function can take it from below.

READ THE APPETITE STATEMENT IN ORDER AND LISTEN FOR ONE WORD All eight clauses and all three limits are Vindhya Commercial Bank Limited’s own. The bank is invented. CLAUSE, IN ORDER TRADING BOOK? A1 capital no A2 earnings volatility under a rate move no A3 counterparty concentration no A4 sector concentration no A5 asset quality no A6 liquidity no A7 operational loss no A8 conduct no THE THREE LIMITS WITH NOWHERE TO GO no clause above any of these three L5 trading book value at risk Rs 18.0 crore cap, 86.7 per cent used at month 12 L6 trading book stop loss Rs 30.0 crore cap, 28.0 per cent used at month 12 L7 net overnight open position Rs 240 crore cap, 80.0 per cent used at month 12 The book these three limits sit on is Rs 3,600 crore, being 3.75 per cent of a Rs 96,000 crore balance sheet, and it carries Rs 4,800 crore of market risk weighted assets, being 8.0 per cent of the Rs 60,000 crore total. Two of the six breaches of the year, B5 in month 3 and B2 on month 9 day 2, were against these three limits. Every figure here is the invented bank’s own and none of them is a regulatory cap, minimum or threshold.
The three limits that cannot be connected are all limits on the same book, and reading clauses A1 to A8 in order shows why: not one of the eight mentions the trading book at all, on a Rs 3,600 crore book carrying Rs 4,800 crore of this invented bank’s market risk weighted assets.
Try it out

Why is A8, the conduct clause, a different kind of orphan from A1, A5 and A6?

Financial Analyst Program Bootcamp — Fin Maverick

What does each direction of the check catch that the other cannot?

Both readings use the same four connections, so it is tempting to think one of them is redundant. Neither is redundant, and the reason is that the two readings fail differently. Reading downward catches board sentences that never reached the working month; reading upward catches numbers people are measured against every month that no board sentence ever asked for. Each reading starts at the end where its own kind of gap is invisible, so neither can see the other kind of gap.

Run it as a routine and it takes a morning. Put the appetite statement in one column and the limit set in the other. Go down the first column and write, against each clause, the identifier of every limit that carries it; count the clauses with at least one entry and divide by the number of clauses. Then go down the second column and write, against each limit, the identifier of the clause it serves; count the limits with an entry and divide by the number of limits. Two fractions, two denominators, both stated. In this invented bank the answer is 4 of 8 and 4 of 12. Anybody with the two documents can reproduce that in an hour, and reproducibility is exactly what makes it a useful check rather than an opinion about culture.

The household version of the second reading is the one that stings. Most households can say what they are worried about. Very few can go the other way and name the worry that each standing instruction and each rule they follow was set up to answer. The test bites on a monthly recurring deposit that somebody started nine years ago. The rule is still running, the money still moves, and the reason it was set up may have stopped existing years ago. A rule that has outlived its reason does not announce itself; it just keeps executing. An orphan limit is a rule of exactly that kind, and the upward reading is worth its awkwardness for catching one.

Try it out

Which direction of the cascade check does an institution usually skip, and what does that direction catch?

Who actually reads a limit framework, and what do they do with it?

Three different people pick a limit framework up for three different purposes, and watching each of them use it is the fastest way to see what a limit framework is for.

The independent director on committee G2 reads it for authority. She sits six times a year, sets every limit L1 to L12, and accepts or refuses every breach. The two readings give her a question she can ask without any technical preparation at all: of the twelve numbers in front of me, how many did this board actually ask for? Four is an uncomfortable answer, and the discomfort is useful. The count tells her precisely which conversations are about performance against the board’s own statement and which are about somebody else’s judgement that she has been endorsing by signing it off. She does not need to re-derive a single limit to ask that.

Devendra Achar, the head of treasury, reads it for exposure of a different kind. He is the risk owner of breaches B3 on L10 and B4 on L12, both open at month 12, and both of those limits are orphans. When he takes a crossing to G2 he is defending a number against a cap that no board sentence stands behind. The conversation is then harder than it should be in both directions: harder for him to justify the exposure, and harder for the committee to say what refusing would be in service of. Connect L10 and L12 to A6 and the same conversation acquires a spine. The question is then whether the bank still survives thirty days of its own severe scenario, a sentence the board wrote and meant.

The credit analyst at another institution, looking at this bank from outside as a counterparty, reads it for shape. She cannot see the limits at all, but she can see the appetite statement if it is published, and she can ask on a call which of its clauses carry an operational limit. An institution that can answer that question quickly, in both directions, is telling her something about how it is run that no ratio on its balance sheet tells her. An institution that has never computed the upward reading will not be able to answer at all, and the pause is the information.

What can a limit framework not do?

Three things, and every one of them is oversold somewhere. First, a cascade decides nothing. A cascade records which board sentence a number serves. The cascade does not choose the number, does not approve a breach, does not set a remediation date and does not decide who is answerable. All of that sits with people and committees, and a perfectly drawn framework changes none of it.

Second, connection says nothing about size. L3 is connected to A4 in the most direct way possible: the clause says 12.0 per cent of gross advances and the limit is 12.0 per cent of gross advances, being Rs 7,056 crore. The match establishes that the cap is faithful to the sentence. The match establishes nothing about whether 12.0 per cent was the right sentence to write about a bank with Rs 58,800 crore of gross advances and Rs 7,644 crore in one sector. Faithfulness and wisdom are different properties, and a cascade can only ever check the first.

Third, and this is the one worth ending on, a complete cascade is not a safe bank. Three limits are in breach at month 12: L3 the sector concentration limit at 108.3 per cent, L10 wholesale funding share at 112.8 per cent, and L12 depositor concentration at 120.8 per cent. L3 is one of the four limits that does sit under a clause. L3 has been over its cap since month 5, committee G2 accepted it as a temporary excess in month 6 with a remediation plan running to month 18, and the sector stood at 13.0 per cent of gross advances at month 12 against 12.2 per cent when it first crossed. Being connected to the appetite statement did not shrink the exposure by one rupee; it only made it possible to say exactly which board sentence was being missed. Naming the missed sentence is worth having. Naming it is not the same as control.

THE THREE LIVE CROSSINGS AT MONTH 12, CONNECTED OR NOT Utilisation against each cap. All three caps are the invented bank’s own and none is a regulatory figure. the cap, 100 per cent L3 sector concentration clause A4 sits above it 108.3 L10 wholesale funding no clause above it 112.8 L12 depositor concentration no clause above it 120.8 L3 has been over its cap since month 5 and G2 accepted it in month 6 with a plan running to month 18. Connection is not control.
One of the three live crossings sits under an appetite clause and two do not, and the connected one has been over its cap for seven months, which shows that a complete cascade identifies which board sentence a breach offends without shrinking the exposure at all.
Try it out

Limit L3 is connected to appetite clause A4 and has been in breach since month 5, reaching 13.0 per cent of gross advances against a 12.0 per cent cap by month 12. What does that say about cascades?

India

What is named here, and where the binding version lives

A bank sets each of these itself; none of them is required of it by anybody. Every clause, limit, cap, utilisation, cadence and count belongs to Vindhya Commercial Bank Limited, and each one is that bank’s own. The 11.0 per cent capital floor in A1, the 40.0 per cent of tier 1 capital in L1 and the 12.0 per cent of gross advances in A4 and L3 are internal choices by an invented board, not caps set by anybody.

Where an international standard sits behind the subjects these limits touch, it comes from the Basel Committee on Banking Supervision at the Bank for International Settlements, bis.org. The Committee publishes the standards behind capital, liquidity, large exposures and interest rate risk in the banking book. A standard is not what binds an Indian bank, so naming only the global standard is the confident and common error. The binding text for a bank in India, including anything expected of a board, a board committee, a risk policy or a risk function, comes from the Reserve Bank of India at rbi.org.in.

Where the duties of a board and its directors are the subject, those sit in the Companies Act, whose text, applicability and exemptions come from the Ministry of Corporate Affairs at mca.gov.in, with the assurance side from the Institute of Chartered Accountants of India at icai.org.

The subject here is the cascade between appetite, tolerance, capacity and a limit rather than the vocabulary, so the four words are used on sight and each is defined separately. Which body approves the appetite statement and which body sets the limits, the calendar those bodies sit on, how a risk policy is written, who is answerable for a given risk, and what a committee charter contains are all covered separately. When a limit crossing has to go up, and the route it travels, are covered separately again. How any individual limit is measured belongs elsewhere: what a value at risk number is, what a stop loss is, what a net overnight open position means, how a sector concentration is defined, how wholesale funding share is computed and what a structural liquidity gap measures each belong to the treatment of that risk type. All twelve appear here as objects with a cap, a reading and a utilisation. Any requirement a regulator places on an exposure cap, a liquidity minimum or a capital floor belongs to the treatment of regulation.

Sources

SourceDocumentSite
Reserve Bank of IndiaWhat actually binds a bank in India on capital, liquidity, large exposures and the arrangements expected of a board and a risk functionrbi.org.in
Bank for International SettlementsThe Basel Committee standards behind capital, liquidity, large exposures and interest rate risk in the banking bookbis.org
Ministry of Corporate AffairsThe Companies Act duties placed on a board and its directorsmca.gov.in
Institute of Chartered Accountants of IndiaThe assurance and audit standards behind reporting on internal financial controlsicai.org

Vindhya Commercial Bank Limited, Devendra Achar and Nirjhar Industries Limited are invented.
Educational material. Not advice on any investment, tax, budget or market position.

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

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

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