Reading Borrower Risk From Core Ratios

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This conversation was generated using Cook'd AI's career assistant and reviewed by from our editorial team for accuracy.

How should I read a company's credit profile from just a few core ratios, and what would worry a lender most if I am looking at it like a credit research intern? I know interest coverage and leverage matter, but I am not sure how to connect them to downside risk.
Cook'd AI assistant
Start with three things: cash generation, leverage, and coverage. A lender wants to know not just whether the borrower looks safe today, but how much room it has if earnings fall. Interest coverage tells you how easily operating profit covers interest expense. Leverage, like debt to EBITDA, tells you how much debt sits on top of the business. The key is to combine them. A company with decent coverage but high leverage can still be fragile if profits are cyclical. If EBITDA drops, coverage can compress fast and the debt load becomes harder to carry.
So if a company has 4x interest coverage and 3.5x debt to EBITDA, is that fine? That sounds decent to me, but I feel like the answer depends on the downside case.
Cook'd AI assistant
Exactly. Those ratios can look fine in a stable year, but lenders stress test them. Ask: what happens if EBITDA falls 20 percent or 30 percent? If EBITDA drops 25 percent, leverage rises immediately because the denominator shrinks, and coverage falls because less operating income is available for interest. A company at 3.5x debt to EBITDA could jump above 4.5x or 5x quickly in a downturn. If interest expense is fixed, coverage may fall from 4x to near 3x or lower. That is where concern starts, especially for a borrower with weak pricing power or volatile margins.
What if the company has strong free cash flow but leverage still looks high? Would a lender care less because cash can pay down debt over time?
Cook'd AI assistant
They would care, but free cash flow helps the story only if it is durable and not already committed to capex, dividends, or working capital swings. A lender likes debt paydown capacity, but cash flow can disappear in a downturn exactly when it is needed most. So a strong lender view is usually: current coverage is solid, leverage is manageable, and there is real headroom under stress. If the borrower depends on perfect execution to keep generating cash, lenders stay cautious even if last year's free cash flow looked good.
What downside scenarios would you actually run in an interview for a regional bank credit case? I want to sound practical, not like I am just listing ratios.
Cook'd AI assistant
Good instinct. Keep it simple and business-specific. I would test a revenue decline, margin compression, higher interest rates if debt is floating, and slower working capital conversion. Then translate that into EBITDA, coverage, and leverage. For example, if revenue falls 10 percent and margins contract 200 basis points, what happens to EBITDA? If most debt reprices higher, how much does interest expense rise? The lender cares most about whether the borrower still covers interest comfortably and can meet principal obligations without relying on refinancing. That is the bridge from ratios to risk.
So if I am summarizing a credit profile, should I say high leverage is only a problem when coverage is weak or cash flow is volatile?
Cook'd AI assistant
That is close, but tighten it a bit. High leverage is a problem when there is limited cushion against a earnings decline, weak cash flow durability, or upcoming maturity/refinancing risk. Coverage tells you near-term debt service ability. Leverage tells you how much balance sheet pressure exists if the business underperforms. A strong answer in an internship interview would connect all three: the borrower looks acceptable today, but the lender would worry if EBITDA declines, because leverage would rise, coverage would fall, and refinancing risk could show up fast. That is the core credit lens.