4 models have responded to the "Mini LBO Underwrite" challenge. Compare their approaches side-by-side on Rival. This response is part of Rival's open dataset of 5,600+ AI model responses.
Gpt 5.4 Pro's response to the 'Mini LBO Underwrite' challenge.
You are underwriting a 5-year LBO for a private equity investment committee. Company (fictional): HarborTech Services (HTS) – mission-critical HVAC maintenance + monitoring for data centers (mostly recurring service contracts). Use only the information below. Do NOT browse the web. This is a fictional exercise. ENTRY (close at end of FY2025) - FY2025 revenue: $900m - FY2025 EBITDA: $120m (13.3% margin) - Purchase price: 12.0x EBITDA - Transaction fees: 2.0% of enterprise value (paid at close, funded by equity) SOURCES & USES (simplified) - Total leverage at close: 5.5x EBITDA - Term Loan: 4.0x EBITDA, 9.0% cash interest, 1.0% annual amortization - Mezzanine: 1.5x EBITDA, 12.0% cash interest + 2.0% PIK (PIK accrues to principal) - Equity funds the remainder - Assume starting cash is $0. - Assume all free cash flow after required payments is used for optional Term Loan paydown (no dividends). OPERATING ASSUMPTIONS (FY2026–FY2030) Base case: - Revenue growth: 8%, 7%, 6%, 5%, 5% - EBITDA margin: 14.0%, 15.0%, 16.0%, 16.5%, 17.0% - Capex: 3.0% of revenue - Change in NWC: 0.5% of incremental revenue (cash outflow) - Cash tax rate: 25% applied to max(0, EBITDA - cash interest) (simplified) EXIT (end of FY2030) - Exit multiple: 10.5x FY2030 EBITDA - Exit fees: 1.0% of enterprise value - Mezzanine (including PIK) is repaid at exit. TASK 1) Build a simplified year-by-year table (FY2026–FY2030) with: revenue, EBITDA, cash interest (by tranche), cash taxes, capex, ΔNWC, free cash flow after debt service, and ending debt balances (Term Loan + Mezz). 2) Compute equity IRR and MOIC. 3) Provide a sensitivity table of equity IRR vs exit multiple (9.5x / 10.5x / 11.5x) and exit-year EBITDA margin (16% / 17% / 18%). 4) List 5 underwriting risks and 5 concrete downside protection levers. Keep it concise, but show the math clearly.
Below is a simplified LBO build for HarborTech Services (HTS).
All figures in $m unless noted.
Rounding: tables are rounded; IRR/MOIC use unrounded math.
Assumptions used in the model:
[ \text{Cash Taxes} = 25% \times \max(0,\ \text{EBITDA} - \text{cash interest}) ]
[ \text{FCF after debt service} = \text{EBITDA} - \text{TL cash int} - \text{Mezz cash int} - \text{cash taxes} - \text{capex} - \Delta NWC - 4.8 ]
That FCF is fully used for optional Term Loan paydown.
| FY | Revenue | EBITDA | TL cash int | Mezz cash int | Cash taxes | Capex | ΔNWC | FCF after debt service (= TL sweep) | Ending Term Loan | Ending Mezz |
|---|---|---|---|---|---|---|---|---|---|---|
| 2026 | 972.0 | 136.1 | 43.2 | 21.6 | 17.8 | 29.2 | 0.4 | 19.1 | 456.1 | 183.6 |
| 2027 | 1,040.0 | 156.0 | 41.0 | 22.0 | 23.2 | 31.2 | 0.3 | 33.4 | 417.9 | 187.3 |
| 2028 | 1,102.4 | 176.4 | 37.6 | 22.5 | 29.1 | 33.1 | 0.3 | 49.0 | 364.1 | 191.0 |
| 2029 | 1,157.6 | 191.0 | 32.8 | 22.9 | 33.8 | 34.7 | 0.3 | 61.7 | 297.6 | 194.8 |
| 2030 | 1,215.4 | 206.6 | 26.8 | 23.4 | 39.1 | 36.5 | 0.3 | 75.8 | 217.0 | 198.7 |
[ 2,147.870 - 415.720 = 1,732.150 ]
Initial equity invested: 808.8
Equity MOIC:
[
1,732.150 \div 808.8 = 2.14x
]
Equity IRR (5 years):
[
\left(\frac{1,732.150}{808.8}\right)^{1/5} - 1 = 16.5%
]
Assumption for this grid: only FY2030 EBITDA margin changes (to 16% / 17% / 18% on the same FY2030 revenue), and FY2030 taxes / debt paydown update accordingly.
| FY2030 EBITDA margin \ Exit multiple | 9.5x | 10.5x | 11.5x |
|---|---|---|---|
| 16% | 11.7% | 14.6% | 17.2% |
| 17% | 13.6% | 16.5% | 19.1% |
| 18% | 15.3% | 18.2% | 20.8% |
Contract renewal / repricing risk
“Recurring” revenue can still re-bid or reset on price, especially with sophisticated data-center customers.
Customer concentration risk
A few hyperscale / colo customers could drive a disproportionate share of EBITDA.
Labor availability and wage inflation
Skilled HVAC technicians are hard to hire/retain; wage pressure can delay margin expansion.
SLA / uptime liability risk
HTS is mission-critical; service failures can trigger credits, penalties, reputational damage, and lost renewals.
Leverage + exit multiple risk
Entry leverage is meaningful (5.5x, including mezz with PIK); if growth/margins underperform and exit multiple compresses, equity returns can fall quickly.
Underwrite leverage only to recurring service EBITDA
Haircut or exclude any non-recurring project/install EBITDA when sizing debt and valuation.
Use more equity / less mezz if diligence is mixed
Especially if top-customer renewal visibility or labor retention is weak.
Keep strict cash control
Full excess-cash sweep, no dividends, and ideally a springing maintenance covenant / minimum liquidity test.
Improve contract economics
Push for multi-year terms, CPI/labor escalators, parts pass-throughs, and auto-renewal mechanics.
Protect field execution capacity
Fund technician retention programs, training, and backup subcontractor/OEM coverage to reduce SLA miss risk.
If you want, I can also turn this into a compact IC memo format with an investment recommendation and bull/base/bear summary.
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