Credit Analysis for Beginners

Strip away the vocabulary and credit analysis is one question held steadily: if we lend this business money, how does it come back — with interest, across cycles? The statements are evidence toward that question. The ratios are compressed observations about the evidence. The memo is the argument. And the analyst's product — the thing a bank actually pays for — is a defensible view, committed to in writing before the outcome is known.

This framing matters for beginners because the field looks, from outside, like a computation exercise: learn the formulas, apply them, read the answer off the spreadsheet. It is not. Two analysts with identical spreadsheets routinely reach opposite conclusions, and the difference is never arithmetic — it is what each of them noticed, what they asked about, and what they refused to assume. The pages and files linked from here are built to train that layer, not the formulas.

A desk does not read a file the way statements are printed. It reads in the order that surfaces problems fastest. What grew, and what is the growth made of — volume, price, or acquisition, because they carry different risk. Whether earnings convert to cash — the single test that separates a good year on paper from a good year in the bank account. Whether the request matches the need — the amount, sized against what the cash cycle actually absorbs, and the product, matched to how long the money is occupied. Then, and only then, the way back out.

The full version of that order, applied to a real request shape, is worked in the working capital case study; where the analyst sits inside the bank's approval journey — the second station, the person who forms the first written view — is mapped in how banks approve business loans.

Beginners are often handed a ratio sheet with thirty rows. The desk lives on a handful, held as questions. Leverage: how much of this business is other people's money, and how much cushion exists before the lender is the one absorbing mistakes? Cover — interest cover, debt service cover: does what the business generates comfortably clear what it is committed to pay, and what has to stay true for that to hold? The working capital days — debtors, stock, creditors: how long is cash trapped in the operating cycle, and which way is that number moving? Each term is defined precisely in the glossary.

Two disciplines turn the sheet into reading. First, direction beats level: a modest ratio improving is usually a better file than a strong one deteriorating, because lending is a decision about the future and the trend is the only part of the sheet pointing at it. Second, every ratio is a question, not an answer: a falling margin is not a conclusion, it is the prompt for the conversation in which the file is actually decided.

Four patterns account for most early mistakes. Computing instead of reading — producing the sheet and stopping, as if the sheet were the deliverable. Reading profit instead of cash — taking the income statement's word for the year while receivables and stock quietly absorb every dollar of it; the cash conversion cycle page shows that failure in worked numbers. Reading one year instead of a direction — a single period is a photograph, and credit is decided on the film. And preparing from the wrong genre — investment banking technicals are a real discipline for a different job, and they train reflexes a credit desk will spend months unteaching; the two are compared honestly here.

Credit analysis is learned the way any judgment discipline is learned: by committing to views on files and finding out how they hold. That loop is what this site exists to provide, free. The drills are short published cases — real request shapes, full financials, a decision to make — with the senior reading revealed only after you commit. The calculator runs any business's numbers through the working capital discipline. The quiz tests the reflexes under a clock. And when the goal is a seat at the desk, the credit analyst interview page describes what the panel across the table is actually listening for.