Take a solo entrepreneur three years into running an online store. Revenue has climbed every year. And yet the bank balance looks about the same as it did three years ago. There's a nagging sense that something is wrong, but no way to say what in a single sentence. Left alone long enough, that feeling never turns into something you can manage — it just stays anxiety.
Coupang's 2025 annual report (Form 10-K) is a good textbook for this problem. In a single year, it shows revenue rising while cash left over shrinks, a single incident turning into compensation that gets deducted straight from revenue, and a new venture eating into the profits of the core business. The scale is different, but the method for defining business risk transfers directly to a one-person operation.
Name the Risk by the Account It Drains
The first rule for defining business risk is to strip out the adjectives. A sentence like "customer trust could be shaken" isn't a risk — it's a feeling. A risk becomes something you can manage only once you can write down which account it drains, how much, and when.
Here, we split the business into three accounts. The revenue account is where customer payments land. The cash account is what's actually left after you've made your investments. The core-profit account is the reserve that absorbs losses from new ventures. In financial-statement terms, those are, in order, revenue, free cash flow, and adjusted EBITDA of the core business. The terminology doesn't need to be familiar — all that matters is being able to point to which of the three accounts the money is draining from.
Where the Money Left Coupang's Three Accounts
The first is the revenue account. In late November 2025, Coupang disclosed a customer data breach and set compensation at roughly $1.2 billion in vouchers, to be issued starting January 2026. If this had been a fine, it would have shown up as a single line of expense. A voucher is different: the moment a customer redeems it on a future purchase, that amount is deducted straight from revenue. The cost of the incident is structured to drain out of future revenue. At the time of disclosure, Coupang said this would weigh on both growth and profitability in the first quarter of 2026. The fact that revenue per customer grew just 3% on a constant-currency basis in the fourth quarter of 2025 reads the same way.
The second is the cash account. Revenue grew 14% in 2025, or 18% on a constant-currency basis stripping out exchange-rate effects. Operating cash flow held up relatively well too, dipping just 6% to $1.773 billion. But free cash flow fell 48%, from $1.016 billion in 2024 to $527 million in 2025. Coupang keeps pouring money into the fulfillment centers that underpin its Rocket Delivery network, and what's left after that investment and its operating needs shrank by that much. It's a case study in how the cash left over can be cut in half even in a year when revenue is climbing.
The third is the core-profit account. Adjusted EBITDA for the Developing Offerings segment — which bundles Farfetch, Eats, and Play — worsened 57%, from -$631 million in 2024 to -$995 million in 2025. On segment revenue of $4.942 billion, that's a -20% margin. What covered that loss was the $479 million increase (24% growth) in adjusted EBITDA from the core Product Commerce business. Even so, companywide adjusted EBITDA margin slipped from 4.5% to 4.3%. In other words, the extra profit the core business generated went first toward plugging the hole left by the new ventures.
Lined up side by side, here's where the money left each of the three accounts.
It's the same company in the same year, yet the risk drains out through three different places.
Filling In Your Own Three Accounts
Defining business risk is nothing more than filling in this same table with your own numbers.
In the revenue account, list your incidents. Pick out the events you'd have to compensate customers for — a shipping error, a defective return, a data leak — and write down what percentage of future revenue the compensation and refunds represent. Just as Coupang booked its vouchers as a deduction from revenue, an apology coupon is money that comes out of next month's revenue too.
In the cash account, write down what's left after investment. Take revenue, subtract cost of goods and advertising spend, then subtract inventory purchases and equipment costs, and see how much your actual balance grew. If revenue rose but the balance didn't move, the name of your risk item is wherever that gap went.
In the core-profit account, write down a ceiling for new ventures. Decide up front, as a number, how much of your core profit you're willing to lose on ventures that aren't yet making money — a new product line, a new channel, a pop-up store. Without a ceiling, a new venture keeps running until it has drained the core business dry.
Write Just One Line Today
You don't need to fill in all three accounts today. Just write down your revenue for the past 12 months next to the change in your bank balance over the same period, and in one sentence, name which account the difference drained from. That one sentence is the name of the risk that spent three years sitting there as nothing more than a feeling.
