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097

Case 097Leveraged buyoutsHard

Paper LBO with a revenue build: a diagnostics chain runs 20 analysers with known daily capacity, rising utilisation and a fixed price per test. Build revenue from capacity, compute the sponsor's return, and say what you would challenge.

Bain CapitalBoston · 2024

1The situation

Pariksha Diagnostics, an invented chain of pathology labs, runs 20 automated analysers. Each is rated at 800 tests a day and runs 330 days a year, the other 35 going to maintenance and calibration. Last year the analysers ran at 60% of rated capacity, and management's plan adds 5 points of utilisation a year. The average price is Rs 450 a test, held flat, and the EBITDA margin is 25%.

A sponsor buys Pariksha at 12x last year's EBITDA, funded with debt of 4x EBITDA at 10% interest and the rest in equity. Depreciation and maintenance capex are both Rs 10 crore a year, tax is 25%, working capital does not move, and every rupee of free cash repays debt. The sponsor exits after five years at 12x.

2Your task

Build revenue and EBITDA from capacity, compute the money multiple and IRR, and say which part of the revenue build you would challenge before signing.

Quick check

Before any maths: roughly what IRR does this deal earn on the plan?

Worked solution

Try it on paper, then open one step at a time.

30-second answerThe answer to give first

On the plan the sponsor makes about 1.93x and an IRR of about 14.0%, and about two thirds of the gain comes from utilisation rising from 60% to 85%. Capacity is 52.8 lakh tests a year, so revenue grows from Rs 142.6 crore to Rs 202.0 crore and EBITDA from Rs 35.6 crore to Rs 50.5 crore. If practical utilisation tops out at 80%, the IRR falls to about 12.4%; if it stays at 60%, about 3.3%.

Step 1How do you build revenue from the machines?

A restaurant with 20 tables, two sittings a night and 300 nights a year can serve at most 12,000 sittings, whatever its spreadsheet says. Start from what the equipment can physically do, then multiply by how much of it is used and by the price. Pariksha's 20 analysers at 800 tests a day for 330 days can run 52.8 lakh tests a year. At 60% utilisation that is 31.68 lakh tests; at Rs 450 each, revenue of Rs 142.56 crore and, at a 25% margin, EBITDA of Rs 35.64 crore. Every five points of utilisationThe share of rated capacity actually used. For a lab, tests billed divided by the tests the analysers could run in the days they are available. is worth about Rs 11.9 crore of revenue and Rs 2.97 crore of EBITDA.

Revenue is built from machines, not from a growth rateCapacity20 analysersx 800 tests a dayx 330 daysEntry year52.8 lakhYear 552.8 lakhx Utilisationshare of capacityactually used+5 points a yearEntry year60%Year 585%= Teststests billedin the yearEntry year31.68 lakhYear 544.88 lakhx Rs 450average priceper test,held flatEntry yearRs 142.6 crYear 5Rs 202.0 crx 25% marginEBITDAEntry yearRs 35.6 crYear 5Rs 50.5 crThe check people skip: 85% of rated capacity in year 5 is 680 tests per analyser per day,and about 4,533 patient visits a day across the network at 3 tests a visit. Can the labs collect that many?
Pariksha's revenue is built from 52.8 lakh tests of rated capacity, times utilisation of 60% at entry and 85% in year 5, times Rs 450 a test, giving EBITDA of Rs 35.6 crore rising to Rs 50.5 crore, and the build exposes the question of whether the labs can attract about 4,533 patient visits a day.
Step 2What does the sponsor pay, and how does the debt come down?

Entry EBITDA of Rs 35.64 crore at 12x is an enterprise value of Rs 427.68 crore, funded with Rs 142.56 crore of debt, 4x, and Rs 285.12 crore of equity. Because depreciation equals capex and working capital is flat, free cash flow is simply net income, and all of it goes to repay the loan. Interest falls as the loan shrinks and EBITDA rises, so the cash available for repayment more than doubles over the five years.

YearUtilisationTests, lakhRevenueEBITDAInterestTaxDebt repaidDebt at year end
165%34.32154.438.614.33.610.8131.8
270%36.96166.341.613.24.613.8118.0
375%39.60178.244.511.85.717.1100.9
480%42.24190.147.510.16.920.680.4
585%44.88202.050.58.08.124.356.0
Total86.556.0
Rs crore. Interest is 10% on the opening balance and depreciation is Rs 10 crore a year. Over five years Pariksha repays Rs 86.5 crore of its Rs 142.6 crore of debt, leaving Rs 56.0 crore at exit.
The relationship
MOIC=12×50.49−56.0285.1=549.9285.1=1.93×IRR=1.9291/5−1=14.0%\text{MOIC} = \frac{12 \times 50.49 - 56.0}{285.1} = \frac{549.9}{285.1} = 1.93\times \qquad \text{IRR} = 1.929^{1/5} - 1 = 14.0\%
50.49year 5 EBITDA: 85% of capacity, at Rs 450 a test and a 25% margin
56.0debt left after five years of repayment
285.1sponsor equity at entry, 8x entry EBITDA
What it says in wordsExit equity of about Rs 550 crore on Rs 285 crore in is 1.93x over five years, about 14.0% a year.
Step 3Where does the return come from?

Split the gain into its engines. EBITDA growth at a constant 12x adds Rs 178 crore of equity value and debt paydown adds Rs 87 crore; there is no multiple expansion, so the deal is a bet on utilisation. Price is held flat and the margin is fixed, so the only thing that moves EBITDA is the share of the machines in use. That is unusual in a paper LBO and it is the point of the question: when one driver carries the case, the interviewer wants to see whether you test it or just multiply it.

Where the sponsor's money multiple comes from, Rs crore285Entry equity+178EBITDA growthat 12x+87Debt repaidfrom cash550Exit equity1.93x in five years, an IRR of 14.0%: two thirds of the gain from utilisation rising 60% to 85%
Sponsor equity grows from Rs 285 crore to about Rs 550 crore: Rs 178 crore from EBITDA growth at a constant 12x and Rs 87 crore from debt repaid out of cash flow, 1.93x and about 14.0% a year.
Step 4What in the revenue build would you challenge?

Test the plan against the machines and against the patients. On the machines: 85% of rated capacity is 680 tests per analyser per day, every working day. Rated throughput assumes continuous loading, but samples arrive in a morning rush, quality-control runs and repeat tests use capacity without being billed, and urgent samples are run in small batches. Assume labs rarely sustain more than about 80% of rated capacity, and the plan's year 5 asks for more than the analysers can practically give. Capped at 80%, exit EBITDA is Rs 47.5 crore and the IRR falls to about 12.4%. On the patients: at three tests a visit, year 5 needs about 4,533 visits a day across the network, up from about 3,200. Ask where the extra patients come from, at Rs 450 a test, against competitors. Ask management for the best lab's actual utilisation; it is the evidence that settles the 80% assumption either way.

The plan's last year runs the analysers harder than labs usually manageRated capacity100% = 52.8 lakhPractical ceiling80% = 42.2 (assumed)31.760%Entry34.365%Year 137.070%Year 239.675%Year 342.280%Year 444.985%Year 5Tests performed, lakh a year
Pariksha's plan takes tests from 31.7 lakh to 44.9 lakh a year against rated capacity of 52.8 lakh, and in year 5 it crosses an assumed practical ceiling of 80%, so the final year of the plan is the one to challenge first.
CaseYear 5 utilisationExit EBITDAExit equityMOICIRR
Management plan85%50.55501.93x14.0%
Capped at 80%80%47.55121.80x12.4%
No growth60%35.63351.17x3.3%
With the price and margin fixed, Pariksha's return moves only with utilisation: about 14.0% on the plan, 12.4% if the analysers top out at 80%, and 3.3% from debt paydown alone if utilisation never rises.

Close with a view. At 12x in and 12x out with 4x leverage, this is a mid-teens return on the plan and a low-teens return on a realistic ceiling, so the sponsor is paying for utilisation it has not yet seen. To make it work it needs a lower entry multiple, more analysers bought with the cash flow once the existing ones are full, or price increases the plan does not assume. The limit of the build is that it treats all tests alike; a shift towards higher-priced specialised tests could lift revenue without more capacity, and that is the next question to ask.

Where candidates lose it

The common loss is jumping to a growth rate: revenue up 7% a year, EBITDA up 7%, done. That skips the build the question asked for and misses that growth here has a hard ceiling. At 5 points a year, the plan would reach 100% of rated capacity in year 8, which no lab achieves.

The second loss is getting the arithmetic right and never checking it against reality. 680 tests per analyser per day and about 4,533 patient visits a day are the numbers that decide the deal, and the interviewer is listening for whether you say them out loud.

What the interviewer asks next

  • Pariksha buys four more analysers in year 3 for Rs 8 crore each from cash flow. How does that change the return?
  • Price rises 3% a year instead of staying flat. Which matters more to the IRR, price or utilisation?
  • What exit multiple would the sponsor need to reach 20% on the capped case?
  • How would you check the 800 tests a day rating in diligence?

Asked at Bain Capital, Generalist, Boston, 2024 (Wall Street Oasis): There were some trickier science/math aspects to the revenue build which I don't think you can really prepare for.

← Case 096A division is being sold for Rs 500 crore as a share sale. An asset sale would give the buyer a Rs 300 crore tax step-up but cost the seller Rs 30 crore more tax. What price range makes an asset sale work for both sides?Case 098 →A business park leases 5 lakh sq ft at Rs 90 a month with 85% occupancy. Value it at an 8% cap rate, then test the value per square foot against a replacement cost of Rs 8,000.

Company names and figures are illustrative.

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