A false positive is priced differently in different rooms. In a compliance workflow it costs paperwork. In private client work it costs a meeting that becomes awkward, a relationship that never quite recovers, and sometimes an introduction that never happens. Both are real costs. Adding them on the same line is one of the small conceptual errors that quietly shapes what this industry sells.
Private work has no such cushion. When a client decides not to invest, not to hire, not to take on a counterparty, on the basis of a finding we produced, the cost of a false positive is the relationship that did not happen, the deal that did not close, the colleague who learned about it years later from someone else. There is no one to apologize to and no procedural reset.
This shapes everything about how we score findings. We are conservative on positive findings and aggressive on the verification work behind them. A finding that would clear a screening bar is not necessarily a finding we will put in a reports. The threshold is higher because the consequence is heavier.
We also separate the finding from the recommendation. The finding is a statement about the world. The recommendation is what the client should do about it. Conflating the two encourages clients to act on uncertain findings as if they were certain, and gives us the false comfort of having shifted the decision to the analyst. The analyst is not the decision-maker; the client is.
We tell clients, when relevant, what acting on a finding that turns out wrong would cost. That cost is sometimes small and sometimes enormous. They are entitled to know it before they decide. Most of them, after hearing the number, ask us to do another pass of verification before they move. That extra verification pass is often decisive.