Over the past two years I have run in-depth assessments of more than 50 digital-economy companies. Not reading slides, but sitting with founders, opening the numbers and asking until we reached the cause. Fifty companies across sectors and stages, yet a few patterns repeat so often that I can usually call them before the numbers are open.
Pattern 1: What the founder describes is usually not the real problem
Almost always. They arrive with a story already built: my problem is X. X is usually the most painful and the most visible thing. The real problem sits one layer down, and founders rarely see it because they stand too close. The first job is not to solve X. It is to check whether X is the problem at all.
Pattern 2: Growth hides a great deal that is broken
While the market is still pushing, every number looks good and every gap is covered by new revenue. Retention leaking? New customers cover it. Loose processes? Hire more people. When the market slows, everything surfaces at once, and the founder concludes the market has turned. In fact the market has simply stopped covering for the company.
Pattern 3: The founder is the bottleneck, and nobody says so
Many companies stall at a certain size because every important decision still passes through one person. That person is usually a capable founder, and precisely because they are capable, the whole organisation waits for their approval. A machine cannot scale beyond the decision capacity of one individual. In the room, very few people say that to the person at the top.
Pattern 4: Good numbers are not the same as substantive numbers
Two companies at the same level of profit, one durable and one fragile. The difference is the split: how much of the result the market delivered, and how much the company generated itself and can repeat. This month's number does not tell you whether it still holds next year.
And one thing almost every company lacks
An honest mirror. Someone outside the machine, unafraid of causing offence, with no incentive to tell you what you want to hear. However capable a founder is, they have blind spots, and a blind spot is by definition what you cannot see yourself.
That is not an 80-page report. It is a person who sits down, opens the numbers with you and asks the hard question. Most companies are not short of data. They are short of that mirror.