Five Balance-Sheet Red Flags You Can Catch in a Ten-Minute Scan

You don't need a forensic model to know a set of accounts deserves a closer look. You need ten minutes and five habits.

I spent fifteen years building credit-risk software in the US, and I now work on MSME credit ratings in India. In both markets, the pattern is the same: the sophisticated models — Beneish, Altman, Dechow — are excellent at ranking a thousand companies. But before you get there, an experienced reader can pick up a single set of statements and feel the discomfort in a few minutes. That instinct isn't mystical. It's five checks, run in order.

1. Receivables growing faster than sales. If revenue is up modestly and receivables are up sharply, someone is either selling to weaker customers, loosening terms to hit a number, or booking revenue that hasn't really been earned. All three matter to a lender. None of them are visible in the growth headline.

2. The gap between earnings and operating cash. Earnings are an opinion; cash is a fact. A business can report profit for years without generating cash, and the accrual estimates doing that work are exactly where discretion lives. One year of divergence is noise. A persistent, widening gap is the single most useful signal on the page.

3. “Other income” doing the heavy lifting. When a line item that should be a rounding error starts carrying the profit, the operating business has usually stopped carrying it. Ask what's inside — asset sales, write-backs, revaluations — and then ask whether it repeats.

4. Inventory building without a demand story. Stock rising ahead of sales is either a bet on a coming quarter or an obsolescence charge that hasn't been taken yet. Management always says the first. Time usually says the second.

5. Related-party noise. Not because related-party transactions are wrong — most are legitimate — but because they're where value moves without a market testing the price. Volume and complexity here are a proxy for how much of the story you simply have to take on faith.

None of these prove anything. Each one tells you where to spend your next hour — and in credit, attention is the scarcest input you have.

The flattering number always arrives before the honest one. Learn to read the lag.

Which of these five has caught you out — and what did you find when you pulled the thread?