An analyst's framework

A set of accounts holds hundreds of numbers. Analysts who start by calculating every ratio they know end up with a long table and no conclusion. A lender, an investor and a CFO all need the same thing: a short list of questions, answered with evidence.

Throughout this track you'll analyse one company: Rawdah Home Retail Co., a fictional home-furnishings retailer. Its three years of statements (FY2023–FY2025, SAR millions) balance and reconcile exactly, so every ratio you build ties back to the accounts. By the final lesson you'll have built a complete analysis and reached a conclusion.

Five lenses cover almost every analysis:

1. Growth — is the business getting bigger, and is the growth healthy?
2. Profitability — how much of each riyal of sales becomes profit, and how much capital does it take?
3. Efficiency — how hard do assets and working capital work?
4. Risk — can the company meet its obligations: liquidity in the short term, leverage in the long term?
5. Cash — do profits turn into cash, and where does the cash go?

Each lens has a few core ratios, which the rest of this track covers in detail. The skill is to read them together, across time (trend) and against peers (benchmark).

How the lenses connect. The lenses are not independent. Growth needs stock, customer credit and new stores (efficiency); if operations don't generate enough cash to pay for them (cash), borrowing fills the gap (risk); and the interest on that borrowing comes out of profit (profitability). So a practitioner reads the lenses as a loop, not a checklist, and looks for the lens that disagrees with the others.

A credit analyst reviewing a retailer's annual accounts typically starts with exactly this pass: one headline number per lens, three years side by side, before calculating anything detailed. The first pass doesn't produce the answer; it produces the question worth an afternoon of work. The detailed tools follow in this track: common-size and trend analysis next, then margins, returns, working capital, leverage, cash flow and earnings quality, and finally peers, the lender's view and a full case.