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Private Wealth Management puzzles, solved step by step

Puzzles
100
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30
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All topicsCompounding and doubling8Returns arithmetic9Fee and cost drag8Inflation and real return7Tax arithmetic7Probability and risk of loss9Retirement and withdrawal8Fixed income numeracy8Behavioural traps8Estimation and sizing8Options and structured products6Leverage and borrowing6Wealth business economics8
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Showing 31–40 of 50 · filtered from 100Clear filters
  1. 064How does a private bank make money on one client? Take a Rs 50 crore client with Rs 20 crore under a 1% advisory mandate, Rs 15 crore in funds and notes that pay the bank a 0.8% trail, and a Rs 10 crore loan against securities earning the bank a 2% spread.Wealth business economicsCoreJ.P. MorganCharlotte · 2026

    Try it first

    Which stream earns the bank the most from this client?

    Show the worked solution

    About Rs 52 lakh a year, from three streams at once. The advisory fee earns 1% of Rs 20 crore, Rs 20 lakh. Product trails earn 0.8% of Rs 15 crore, Rs 12 lakh. The loan against securities earns a 2% spread on Rs 10 crore, Rs 20 lakh. Together that is about 1.04% of the client's Rs 50 crore, before the cost of the banker and the team who serve him.

    What are the three ways a private bank earns on one client?

    A family jeweller earns on making charges, on the margin in the gold he sells, and on the gold loan counter at the back of the shop, all from the same customer. A private bank earns a fee for advice, a commission for products it distributes, and a spread on money it lends, and a good relationship uses all three. Each is a balance times a rate, so the whole puzzle is three multiplications and an addition. The lending line is a loan against securitiesA loan secured by the client pledging shares, bonds or fund units he owns, so he can raise cash without selling them., and the bank keeps the difference between what it charges and what the money costs it.

    One client, three ways to earn: annual revenue, Rs lakh20Advisory fee1% on Rs 20 crore under advice12Product trail0.8% on Rs 15 crore in funds and notes20Lending spread2% on Rs 10 crore loan against securitiesAnnual revenue52 lakhOn a Rs 50 crorerelationship1.04% a year
    From one Rs 50 crore client the bank earns Rs 20 lakh of advisory fees, Rs 12 lakh of product trail and Rs 20 lakh of lending spread, Rs 52 lakh a year or about 1.04% of the relationship.

    Why does the lending line matter so much?

    Look at the figure: the Rs 10 crore loan earns as much as the Rs 20 crore advisory mandate. Lending earns on a balance the client does not have to move away from anyone else, which is why private banks work hard to offer credit to wealthy clients. The loan also keeps the pledged assets with the bank, which protects the other two streams. The spread is not free money; the bank carries the risk that the pledged securities fall faster than it can sell them.

    What should a candidate add after the arithmetic?

    Two things. First, cost: a relationship manager and the specialists behind him are paid out of this Rs 52 lakh, so the bank cares about revenue per banker, not just per client. Second, conflict: a product trail pays the bank more if the client holds certain products, which is why rules in many markets, including India, separate paid advice from commission-based distribution. Confirm the current rules; the point for the interview is that you see the incentive.

    Where candidates lose it

    The first trap is answering a generic bank's model, deposits and loans, and missing that a private bank earns mostly on fees and on the client's assets. The question is about the relationship, not the balance sheet.

    The second is summing the balances, Rs 45 crore, and applying one rate. Each stream has its own base and its own rate; keep them apart and the lending line's weight becomes obvious.

    What the interviewer asks next

    • The client moves Rs 10 crore from products into the advisory mandate. What happens to revenue?
    • Markets fall 20%. Which of the three streams falls, and which does not?
    • Why might a bank accept a lower advisory fee to win the lending business?

    Asked at J.P. Morgan, Private Banking, Charlotte, 2026 (Wall Street Oasis): What is happening in the US economy right now? How does a bank make money?

  2. 065How long does money take to triple at 8% a year? Use the rule of 114, then check it against the exact answer.Compounding and doublingCoreIndian wealth management

    Try it first

    Where does the number 114 come from?

    Show the worked solution

    About 14.25 years by the rule, 14.27 years exactly. The rule of 114 says divide 114 by the rate: 114 / 8 = 14.25. The exact answer is log 3 over log 1.08, which is 14.27, about a week longer. The rule works because tripling takes log 3 over log 2, about 1.585 times, as long as doubling, and 72 x 1.585 is about 114.

    Why does a tripling rule exist at all?

    If a train takes 9 hours to cover some distance, it takes about 14 hours to cover 1.585 times that distance at the same speed. Compound growth works the same way on a log scale. The time to reach any multiple is the log of that multiple divided by the log of one year's growth, so every multiple's rule is the doubling rule scaled by log of the multiple over log 2. For tripling that scale is 1.585, and 72 x 1.585 is 114.1, rounded to 114.

    The relationship
    t3=ln⁡3ln⁡1.08=1.09860.0770≈14.271148=14.25t_3 = \frac{\ln 3}{\ln 1.08} = \frac{1.0986}{0.0770} \approx 14.27 \qquad \frac{114}{8} = 14.25
    ln 3the log of the growth multiple, tripling
    ln 1.08the log of one year's growth at 8%
    11472 times ln 3 / ln 2, rounded
    What it says in wordsYears to triple are the log of three over the log of one year's growth; the rule of 114 approximates that division.
    Shortcut against exact, and where the rule of 114 driftsDouble at 8%Rule: 72 / 8 =9.00 yrsExact: ln2 / ln 1.08 =9.01 yrsTriple at 8%Rule: 114 / 8 =14.25 yrsExact: ln3 / ln 1.08 =14.27 yrsRule of 114 minus exact, in weeks (above the line: the rule says too long)0+25 wk4%+8 wk6%-1 wk8%-7 wk10%-10 wk12%
    At 8% the rule of 72 gives 9.00 years to double against an exact 9.01, and the rule of 114 gives 14.25 years to triple against an exact 14.27; the tripling rule is within about a week at 8% and drifts to -7 weeks at 10% and +25 weeks at 4%.

    Where does the shortcut stop being good enough?

    Both rules are tuned to rates near 8%. Between 6% and 10% the rule of 114 is within about two months of the exact answer, which is fine for a client conversation; at 4% it is off by about half a year. At low rates it says too long, at high rates too short, as the bottom of the figure shows. When the rate is far from 8%, say the rule, then say which way it errs.

    The client version: at 8%, money roughly triples in 14 years and roughly doubles in 9, so a 35 year old's savings can triple before retirement at 49 and nearly multiply ninefold by 63. Two rules, one sentence, no calculator.

    Where candidates lose it

    The trap is not knowing the rule and trying to compound 8% year by year in your head until the money triples. It takes too long and usually drifts by a year or more.

    The second miss is knowing 114 as a memorised number without knowing why. The interviewer who asks for quadrupling next expects you to say 144 at once, because it is just two doublings.

    What the interviewer asks next

    • What is the rule for quadrupling, and why is it obvious?
    • Using the rules, how long does money take to grow sixfold at 8%?
    • Why is the rule of 69.3 exact for continuous compounding?
  3. 067Fund A charges an expense ratio of 1.0% and turns over 150% of its portfolio a year. Fund B charges 1.4% and turns over 20%. Each round trip of buying and selling costs about 0.4% in brokerage and market impact. Which fund is really cheaper?Fee and cost dragCoreMutual fund distributionIndian wealth management

    Try it first

    Which fund costs the investor less in total?

    Show the worked solution

    Fund B, by about 0.12 points a year. Fund A's trading costs 150% turnover x 0.4%, which is 0.60%, so its all-in cost is about 1.60%. Fund B's trading costs 20% x 0.4%, 0.08%, for an all-in 1.48%. The lower visible fee belongs to the more expensive fund. On Rs 1 crore at 12% gross for ten years, the gap is about Rs 2.9 lakh.

    Where does the hidden cost come from?

    A shopkeeper who keeps swapping his stock pays the wholesaler's margin and the transport every time, even if the shelf price never changes. Every time a fund sells one holding and buys another, it pays brokerage and moves prices against itself, and that cost comes out of the fund's value rather than out of the stated expense ratio. Turnover of 150% means the fund replaces its whole portfolio one and a half times a year, so it pays the round-trip cost one and a half times.

    What the factsheet shows, and what trading quietly costsFund AExpense ratio 1.00%Turnover 150% x 0.4% round trip1.00solid: visible feedashed: trading cost, not in the fee1.00 + 0.60= 1.60% a yearFund BExpense ratio 1.40%Turnover 20% x 0.4% round trip1.40solid: visible feedashed: trading cost, not in the fee1.40 + 0.08= 1.48% a year
    Fund A's 1.00% expense ratio plus 0.60% of trading cost from 150% turnover comes to 1.60% a year, while Fund B's 1.40% expense ratio plus 0.08% from 20% turnover comes to 1.48%, so the fund with the higher visible fee is cheaper to own.
    The relationship
    all-in cost=expense ratio+turnover×round-trip cost\text{all-in cost} = \text{expense ratio} + \text{turnover}\times\text{round-trip cost}
    turnoverthe share of the portfolio replaced in a year, 150% for A and 20% for B
    round-trip costbrokerage and market impact on one sale and one purchase, 0.4% here
    What it says in wordsWhat the investor really pays is the visible fee plus the cost of all the trading the fund does.

    How large is 0.12 points in rupees?

    Small each year, visible over a decade. On Rs 1 crore with a 12% gross return, Fund A compounds at 10.40% to about Rs 269.0 lakh in ten years and Fund B at 10.52% to about Rs 271.9 lakh. A 0.12 point gap is about Rs 2.9 lakh on Rs 1 crore over ten years, and the investor never sees it on a statement. The same method matters more for small-company funds, where the impact cost of each trade is larger than 0.4%.

    Say the limits. Turnover is only a cost if the trading does not add return; a high-turnover manager may earn back more than 0.6%. And the 0.4% round trip is an assumption, which varies with the size of the fund and the stocks it trades. How expense ratios and trading costs are disclosed changes with regulation, so confirm the current rules before comparing real schemes.

    Where candidates lose it

    The trap is picking Fund A because its expense ratio is lower. The question hands you turnover precisely to see whether you know the expense ratio leaves trading out.

    The second error is multiplying turnover by a one-way cost and halving the hidden drag. Turnover counts the portfolio replaced once; each replacement is a sale and a purchase.

    What the interviewer asks next

    • At what turnover does Fund A cost exactly as much as Fund B?
    • Why is market impact larger for a small-company fund than for a large-company fund?
    • Where would you look to find a fund's turnover, and what would make you distrust the number?
  4. 070A client's Rs 5 crore portfolio has an expected return of 8% a year and volatility of 15%. What loss should he be ready for in a one-in-twenty bad year?Probability and risk of lossCorePrivate banking

    Try it first

    Roughly how much could a one-in-twenty year cost on Rs 5 crore?

    Show the worked solution

    A loss of about Rs 84 lakh, or -16.75%, and in some years more. If returns are roughly normal, one year in twenty falls more than 1.65 volatilities below the average. That is 8% minus 1.65 x 15%, or -16.75%, which on Rs 5 crore is about Rs 83.75 lakh. It is a threshold, not a worst case: the average year beyond it loses about 23%.

    Why translate volatility into rupees?

    A weather forecast that says the standard deviation of rainfall is 40 mm helps nobody pack; a forecast that says one monsoon in twenty floods the ground floor tells a family what to prepare for. A client cannot feel 15% volatility, but he can feel a Rs 84 lakh loss in one bad year, and he can decide whether he could live with it. The job is to turn the statistic into a rupee figure and a frequency.

    One-year returns on Rs 5 crore: 8% expected, 15% volatilityexpected +8%1 year in 20 is worse than8% - 1.65 x 15% = -16.75%worst 5%On Rs 5 crore, a 1-in-20 yearloses Rs 83.75 lakh or more-40%-20%0%+20%+40%One-year returnAverage year inside the red tail: about -23%, Rs 1.15 crore lost
    With an 8% expected return and 15% volatility, the worst one year in twenty starts at -16.75%, a loss of about Rs 84 lakh on Rs 5 crore, and the average year inside that tail loses about 23%, near Rs 1.15 crore.
    The relationship
    r5%=μ−1.65 σ=8%−1.65×15%=−16.75%r_{5\%} = \mu - 1.65\,\sigma = 8\% - 1.65 \times 15\% = -16.75\%
    muexpected return, 8%
    sigmavolatility, the standard deviation of yearly returns, 15%
    1.65standard deviations below the mean that cut off the worst 5% of a normal distribution
    What it says in wordsThe one-in-twenty bad year starts 1.65 volatilities below the expected return.

    What should you say about the limits of this number?

    Three things. It is a cut-off, not a floor: when a bad year comes, the average loss beyond the cut-off is about 23%, near Rs 1.15 crore. Real market returns have fatter tails than the normal curve, so the true one-in-twenty loss is usually worse than the formula says. And one in twenty does not mean once every twenty years on a schedule; two such years can arrive back to back.

    For a sterner test, one year in a hundred sits about 2.33 volatilities down: 8% minus 34.95% is -26.95%, about Rs 1.35 crore. Giving the client both lines, one in twenty and one in a hundred, is more honest than a single number.

    Where candidates lose it

    The common error is using one standard deviation, 8% minus 15%, and calling a Rs 35 lakh loss the bad year. One volatility down happens about one year in six, far more often than one in twenty.

    The second miss is presenting the figure as the maximum loss. Say it is the edge of the bad tail, then give the average loss inside it.

    What the interviewer asks next

    • What volatility would keep the one-in-twenty loss under Rs 50 lakh, with the same 8% expected return?
    • Why might a normal curve understate the chance of a large loss?
    • How would you explain the one-in-a-hundred year to a client who has only lived through good markets?
  5. 072A client puts Rs 1 crore into a ladder of fixed deposits: Rs 20 lakh each for 1, 2, 3, 4 and 5 years at 6.5%, 6.75%, 7%, 7.25% and 7.5%. What is his average yield, how much interest does he get a year, and how much money comes free each year?Fixed income numeracyCoreIndian wealth management

    Try it first

    What does the ladder cost him against putting everything in the 5-year deposit?

    Show the worked solution

    A 7.0% average yield, Rs 7 lakh of interest a year, and Rs 20 lakh free every year. Equal Rs 20 lakh rungs make the average yield the simple average of the five rates. Against locking the whole Rs 1 crore at 7.5%, the ladder gives up about Rs 50,000 a year at the start, in exchange for a fifth of the money maturing every year and a spread of reinvestment dates.

    Why build a ladder instead of one deposit?

    A family that stores rice in five sacks, opening one a year, never has to break into next year's supply for this year's needs. A ladder spreads maturities so that a slice of the money comes free every year, which gives liquidity without breaking a deposit early and spreads the risk of reinvesting all the money at one bad rate. The price is that the shorter rungs earn less than the longest one.

    Rs 1 crore laddered: Rs 20 lakh matures every year6.50%Rs 1.30 Lmatures yr 1Rs 20 lakh6.75%Rs 1.35 Lmatures yr 2Rs 20 lakh7.00%Rs 1.40 Lmatures yr 3Rs 20 lakh7.25%Rs 1.45 Lmatures yr 4Rs 20 lakh7.50%Rs 1.50 Lmatures yr 5Rs 20 lakhRung height shows years to maturity; each rung holds Rs 20 lakhLadder: 7.00% average, Rs 7.00 lakh a yearAll 5-year: 7.50%, Rs 7.50 lakh, locked
    Five Rs 20 lakh rungs at 6.5% to 7.5% average 7.00% and pay Rs 7.00 lakh a year, with Rs 20 lakh maturing every year, against Rs 7.50 lakh a year if the whole Rs 1 crore were locked at 7.5% for five years.

    How do you compute the interest quickly?

    Because every rung is the same size, the average yield is the plain average of the rates: 6.5, 6.75, 7, 7.25 and 7.5 add to 35, and 35 over 5 is 7.0%. Rs 1 crore at 7.0% is Rs 7 lakh a year, against Rs 7.5 lakh if all of it sat in the 5-year deposit, so the ladder costs about Rs 50,000 a year at the start. Rung by rung it is Rs 1.30, 1.35, 1.40, 1.45 and 1.50 lakh.

    Is the Rs 50,000 a permanent cost?

    Not if he keeps the ladder going and rates stay put. Each year the matured Rs 20 lakh goes into a new 5-year deposit at the top rate, so after five years every rung was bought at the 5-year rate while one still matures each year. A rolling ladder gives up yield mainly in its first years; once rebuilt, it earns close to the long rate and keeps its yearly liquidity. If rates fall, the rungs that come free get reinvested lower; if they rise, the ladder catches the rise sooner than one long deposit would. Tax on deposit interest is the same across rungs in this example; confirm the current treatment for the client's slab.

    Where candidates lose it

    The trap is weighting the rates wrongly or quoting the top rate, 7.5%, as the ladder's yield. With equal rungs the yield is the simple average, and it is lower.

    The second miss is saying the ladder is costly without saying what it buys. The interviewer wants the Rs 50,000 and the Rs 20 lakh of yearly liquidity in the same sentence.

    What the interviewer asks next

    • If the client needs Rs 30 lakh in year 2, how would you reshape the ladder?
    • Rates fall by one point across the curve. What happens to the ladder's income over the next five years?
    • Why might a ladder of 1 to 5 year bonds behave differently from a ladder of deposits?
  6. 073A distributor shows a client that some of this year's top-quartile funds were also top quartile last year. If fund returns were pure luck, what share of this year's top-quartile funds would you expect to be top quartile again next year?Behavioural trapsCoreMutual fund distributionIndian wealth management

    Try it first

    Under pure luck, what share of top-quartile funds repeat?

    Show the worked solution

    25%. If returns were pure luck, next year's quartile would be independent of this year's, so a top-quartile fund would have a one-in-four chance of landing in each quartile, top included. A quarter of the top funds repeat by chance alone, 6.25% of all funds. Persistence only counts as evidence of skill when the repeat rate is clearly above 25%, and with few funds that bar is higher than it looks.

    Why is the luck baseline 25% and not zero?

    Roll a die twice. The chance the second roll is a six does not care whether the first one was, so one in six of the first-roll sixes will be followed by another six. Luck does not avoid repeats, it ignores history, so under pure chance each quartile of this year's funds scatters evenly across next year's four quartiles. A quarter of the top quartile stays top, which is 6.25% of all funds.

    If fund returns were pure luck: where this year's quartiles land next yearNext year's quartileTop2nd3rdBottomThis yearTop6.25%6.25%6.25%6.25%2nd6.25%6.25%6.25%6.25%3rd6.25%6.25%6.25%6.25%Bottom6.25%6.25%6.25%6.25%Top stays top (lime cell):6.25 / 25 = 25% of the top rowWith 100 funds by luck alone:25 are top this yearabout 6.25 stay top next year10 or more happens 7.1%of the timeEach row splits into four equal quarters: under pure luck, last year's rank says nothing about next year's.
    If fund returns were pure luck, every cell of the four by four grid holds 6.25% of funds, so a quarter of this year's top-quartile funds land top again next year and the rest scatter evenly across the other three quartiles.

    How far above 25% is enough to mean something?

    It depends on how many funds you are counting. With 100 funds there are 25 in the top quartile, and luck alone predicts about 6.25 repeats with a spread of about 2.2. Ten or more repeats, a 40% rate, still happens by luck about 7.1% of the time, so a single year's persistence among a small set of funds is weak evidence. Several years of repeats, or a very large sample, is what separates skill from a good draw.

    Two more checks before believing a persistence table. Funds that closed or merged after bad years quietly vanish from later counts, which makes survivors look more persistent than they were. And funds in the same category share market conditions, so a style that is in favour can keep a whole group of funds on top together. Neither of those is manager skill.

    Where candidates lose it

    The common wrong answer is zero or near zero: candidates assume luck would never repeat, so any repeat looks like skill. That is exactly the error a persistence chart invites the client to make.

    The second trap is 6.25%, the share of all funds in the top-top cell, quoted as if it were the share of top funds that repeat. Say which base you are using.

    What the interviewer asks next

    • What share of this year's top-quartile funds would be top in each of the next three years by luck?
    • How does survivorship bias change a published persistence table?
    • What evidence would make you believe a fund's top-quartile record reflects skill?
  7. 074Assume, as an illustration and not a reported figure, that portfolio management services manage Rs 4 lakh crore. Using stated fee rates for each type of strategy, estimate the annual fee pool and the share of it paid as performance fees.Estimation and sizingCoreWealth management

    Try it first

    Before the arithmetic: what drives the size of a fee pool?

    Show the worked solution

    About Rs 6,840 crore a year, with about 21% from performance fees, on these assumptions. Fixed fees of 2% on Rs 1.6 lakh crore, 1% on Rs 1.6 lakh crore and 0.75% on Rs 0.8 lakh crore give Rs 5,400 crore. A 15% share of returns above a 10% hurdle, in a 16% year, adds Rs 1,440 crore. That is a 1.71% blended rate, and the performance part can vanish in a weak year.

    How do you structure a fee pool estimate?

    A toll road's yearly takings are traffic times toll, lane by lane, because trucks and cars pay different rates. A fee pool is the asset base times the fee rate, computed separately for each strategy because each charges differently, then added. Here the assumptions split Rs 4 lakh crore into 40% fixed-fee equity, 40% equity charging a lower fixed fee plus a performance feeA share of the return above an agreed hurdle rate, paid to the manager only when that hurdle is beaten, usually subject to a high-water mark., and 20% debt and multi-asset strategies. Every share and rate is an illustrative assumption.

    Fee pool on an assumed Rs 4 lakh crore of PMS assets, Rs crore a yearEquity, fixed fee onlyRs 1.6 lakh crore x 2% fixed3,200Equity, fixed plus performanceRs 1.6 lakh crore x 1% fixed1,6001,440Debt and multi-assetRs 0.8 lakh crore x 0.75% fixed600fixed feeperformance fee: 15% of return above 10%, on a 16% yearTotal Rs 6,840 crore a year, 1.71% of assetsPerformance share 21%; in a year below the hurdle the pool falls to Rs 5,400 crore
    On an assumed Rs 4 lakh crore, fixed fees contribute Rs 5,400 crore and performance fees Rs 1,440 crore in a 16% year, a pool of Rs 6,840 crore or 1.71% of assets, with 21% of it depending on beating the hurdle.
    StrategyAssets, Rs croreFixed rateFixed fee, Rs crorePerformance fee, Rs crore
    Equity, fixed fee only160,0002%3,2000
    Equity, fixed plus performance160,0001%1,6001,440
    Debt and multi-asset80,0000.75%6000
    Total400,0001.35%5,4001,440
    All asset splits and fee rates are illustrative assumptions. The performance fee assumes the hybrid equity strategies earn 16% before fees against a 10% hurdle, so 15% of the 6 point excess is 0.9% of their assets.

    Why does the performance share matter to the business?

    Because it is the unstable part. Fixed fees fall only as far as assets fall; performance fees can drop to zero in a single year below the hurdle. In that year the pool shrinks from Rs 6,840 crore to Rs 5,400 crore, a blended rate of 1.35%, and a high-water markA rule that no performance fee is paid until the portfolio value climbs back above its previous peak. can keep it at zero for several years after a fall. Say that sentence and you have shown you understand the economics, not just the multiplication. Fee structures and caps are set by regulation; confirm the current rules before quoting real ones.

    Where candidates lose it

    The trap is multiplying the whole Rs 4 lakh crore by one headline fee, often the highest one, which overstates the pool and hides the mix. Segment first.

    The second miss is treating performance fees as a steady stream. The interviewer wants to hear that they depend on beating a hurdle and can disappear in a bad year.

    What the interviewer asks next

    • What happens to the pool if assets fall 20% and returns miss the hurdle in the same year?
    • How would a shift of assets from fixed-fee to hybrid strategies change the pool in a good year and a bad year?
    • Why might a manager prefer a fixed fee even at a lower headline rate?
  8. 076A private bank lists its risks and asks you to name the greatest. Two candidates: credit risk on a Rs 2,000 crore loan book with a 1% default rate and 45% loss given default, or a conduct fine of Rs 60 crore that it expects once every ten years. Which is the bigger risk?Wealth business economicsCoreUBSNew York · 2026

    Try it first

    Which risk costs the bank more in an average year?

    Show the worked solution

    Credit is the bigger risk on expected loss, Rs 9 crore a year against Rs 6 crore, but conduct is the bigger risk in a bad year. Rs 2,000 crore x 1% x 45% is 9; Rs 60 crore x one in ten is 6. If a bad credit year triples defaults to 3%, credit loses 27, still well short of the 60 crore fine landing whole, and the fine also damages the franchise.

    Why is the Rs 60 crore headline the wrong number to rank on?

    Think of two risks to a household. A leaking tap wastes a little every month; a burglary costs a lot but comes rarely. You cannot compare them by the size of one burglary against one month of leaking, because one is certain and the other is not. Risks are ranked first by expected loss, the chance of the loss times its size, so a large but rare fine and a small but steady credit loss can be put on one scale.

    The relationship
    EL=PD×LGD×EAD=1%×45%×2,000=9EL = PD \times LGD \times EAD = 1\% \times 45\% \times 2{,}000 = 9
    PDprobability of default, the share of borrowers who stop paying in a year
    LGDloss given default, the share of the loan not recovered after default
    EADexposure at default, the amount lent, here Rs 2,000 crore
    What it says in wordsCredit's expected loss is the default rate times the share lost times the book, Rs 9 crore a year.

    The conduct fine goes on the same scale the same way: Rs 60 crore with a one in ten chance each year is Rs 6 crore a year. On the average year credit costs half as much again as conduct. For a private bank the loan book is usually Lombard lendingLoans to wealthy clients secured against their investment portfolios, which the bank can sell if the loan is not repaid. against portfolios, which is why the loss given default here is well below what an unsecured book would suffer.

    Rank by expected loss and by the bad year, not by the headlineExpected loss a year, Rs croreCredit2,000 x 1% x 45%9ranks firstConduct60 x 1 in 106A 1-in-10 bad year, Rs croreCredit2,000 x 3% x 45%27Conductthe whole fine lands60ranks firstSame two risks, two different winners: credit on the average year, conduct on the bad one
    On expected loss credit ranks first, Rs 9 crore a year against Rs 6 crore for conduct; in a one in ten bad year conduct ranks first, the whole Rs 60 crore fine against Rs 27 crore of credit loss even with defaults tripled.

    So what do you say is the greatest risk?

    Say both rankings, then pick with a reason. Expected loss tells you what to price and provision for; the bad year tells you what can hurt capital and the name, and for a bank that lives on client trust the bad year usually decides. A conduct fine rarely comes alone: clients leave, regulators restrict new business, and the cost runs well past the Rs 60 crore. That is why many private banking interviewers expect you to land on conduct and reputation as the greatest risk, and to show the arithmetic that says credit costs more on an ordinary year. The 3% bad-year default rate is an assumption; say it as one.

    Where candidates lose it

    Most candidates answer from the headline: Rs 60 crore sounds bigger than a 1% default rate, so conduct wins. They never weight the fine by its one in ten chance, and the interviewer hears a guess dressed as a judgement.

    The opposite trap is stopping at expected loss and calling credit the winner. Give both numbers, 9 against 6 and 27 against 60, and say which one decides for a business that sells trust.

    What the interviewer asks next

    • Loss given default rises to 70% because collateral falls with the market. Does the ranking change?
    • How would you set capital against each of these two risks?
    • Name a risk on the wealth side of the bank that has neither a default rate nor a fine attached.

    Asked at UBS, Private Wealth Management, New York, 2026 (Wall Street Oasis): What is the broad range of risks a bank has, and what is the greatest risk?

  9. 078Fund A returns 10% every year. Fund B alternates: plus 30% one year, minus 10% the next, so its average annual return is also 10%. After 10 years, which fund has turned Rs 1 lakh into more money, and what is Fund B's true annual rate?Returns arithmeticCoreWealth management

    Try it first

    Before you work it: which fund ends with more?

    Show the worked solution

    Fund A, Rs 2.59 lakh against Rs 2.19 lakh. Each two-year pair of Fund B multiplies money by 1.3 x 0.9, which is 1.17, so ten years is 1.17 to the fifth, or 2.19. Fund A compounds 1.1 ten times to 2.59. Fund B's true annual rate is the square root of 1.17, less 1, which is 8.17%, not 10%.

    Why does the average of the returns mislead?

    A shopkeeper raises a price by 30% and then cuts it by 10%. The tag does not end 20% higher: 100 becomes 130, and 10% off 130 is 117. Returns multiply, so the rupees you keep depend on the product of the growth factors, not on the average of the percentages. The minus 10% bites on a larger base than the plus 30% started from, and that asymmetry is where Fund B leaks money.

    Same 10% average return, different money at the end1.01.52.02.50246810YearsRs lakhA: 2.59B: 2.19B's true rate8.17%a year, not10%
    Fund A climbs steadily to Rs 2.59 lakh while Fund B zig-zags to Rs 2.19 lakh, even though both average 10% a year, because B compounds at only 8.17% a year.
    The relationship
    gB=1.3×0.9−1=1.17−1=8.17%g_B = \sqrt{1.3 \times 0.9} - 1 = \sqrt{1.17} - 1 = 8.17\%
    1.3the growth factor in B's up year
    0.9the growth factor in B's down year
    g_Bthe geometric, or compound, annual return of Fund B
    What it says in wordsB's true rate is the rate that, applied every year, gives the same money: the square root of one pair's growth, less one.

    What should the client take away from this?

    Two funds with the same average return can leave the client with very different amounts. The more a fund's returns swing, the further its compound rate falls below its average, so a fund sold on its average return is being sold on the wrong number. Here the swing costs 1.83 points a year, and over ten years that is 0.40 lakh on every lakh invested.

    Say the limitation too: real funds do not alternate neatly, and a steady 10% fund does not exist. The puzzle isolates one effect, the cost of volatility to compound growth, so that the client sees it in rupees.

    Where candidates lose it

    The trap is answering "they end level" because the averages match. The interviewer is checking whether you know that returns compound by multiplying, and most people who say level have never tried a two-year example.

    The second loss is getting B's final value right but calling its rate 10% anyway. The rate the client earned is 8.17%, the square root of 1.17 less one.

    What the interviewer asks next

    • What arithmetic average would Fund B need to end level with Fund A?
    • Fund C goes plus 50%, minus 30%. What is its compound rate?
    • Which of the two numbers should a fund factsheet show, and why?
  10. 080A client wants to fund her daughter's MBA in 15 years. The course costs Rs 25 lakh today and education costs rise about 10% a year. Roughly what will it cost when the daughter enrols?Inflation and real returnCoreIndian wealth management

    Try it first

    Pick the closest figure.

    Show the worked solution

    About Rs 1.04 crore. At 10% a year costs double roughly every 7.2 years (72 / 10), so 15 years is just over two doublings: Rs 25 lakh becomes 50 and then 100 lakh, plus a little. Exactly, 25 x 1.1 to the power 15 is Rs 104.4 lakh. The goal to fund is that figure, not Rs 25 lakh.

    Why is the answer four times today's fee and not two and a half?

    A school that raises fees 10% every year raises them on last year's fee, not on the fee from when your child started. The rises pile on each other. Cost inflation compounds exactly like an investment return, so a goal's cost has to be grown at its own inflation rate before anyone asks how much to save. Adding 10% of today's fee each year gives Rs 62.5 lakh, which is simple interest and leaves the plan Rs 42 lakh short.

    The same MBA, priced in the year the child joins255075100051015Years from todayRs lakh25: the plan that forgets50 lakh at year 7.3100 lakh at year 14.5104.4 lakhat year 15
    At 10% a year the Rs 25 lakh fee reaches Rs 50 lakh in about 7.3 years, Rs 1 crore in about 14.5 years and Rs 104.4 lakh by year 15, while a plan that forgets inflation stays stuck at Rs 25 lakh.
    The relationship
    FV=25×1.1015=25×4.177=104.4 lakhFV = 25 \times 1.10^{15} = 25 \times 4.177 = 104.4 \text{ lakh}
    25today's cost in Rs lakh
    1.10one plus the 10% annual rise in education costs
    15years until the fee is paid
    What it says in wordsThe future fee is today's fee grown at education inflation for the years until it is paid.

    What do you tell the client after the number?

    Two things. First, the inflation rate is an assumption, not a fact: education costs may rise faster or slower than 10%, and a two point change moves the answer by tens of lakhs, since 25 x 1.08 to the 15th is about Rs 79 lakh and 25 x 1.12 to the 15th is about Rs 1.37 crore. The inflation assumption matters as much as the return assumption, so state it and show the range.

    Second, the saving plan must beat this cost growth, not general inflation. If the portfolio earns 10% and fees rise 10%, the money only keeps pace; it does not get ahead. That is why goal planning uses the goal's own inflation rate.

    Where candidates lose it

    The common answer is about Rs 62 lakh, from adding Rs 2.5 lakh a year for 15 years. It treats inflation as simple interest and quietly underfunds the goal by about 40%.

    The second slip is using general consumer inflation for an education goal. Say which inflation rate you used and why, and give the range for two points either side.

    What the interviewer asks next

    • How much must the client invest today at 12% to meet this cost?
    • If the course is abroad and the rupee weakens 3% a year, what changes?
    • Why might education inflation differ from consumer price inflation?
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