Keeping the numbers honest
Numbers don't need a liar to drift. They go wrong on their own — and the job is to build the systems that catch them before anyone reports them.
There’s a particular moment in every revenue meeting where someone says a number out loud and the whole room wants it to be true. The pipeline figure that makes the quarter. The ARR that clears the round. The projection that justifies the hire. Wanting it to be true is not the same as it being true — and the gap between those two is where I work.
The thing nobody tells you is that numbers don’t need a villain to lie. No one has to manipulate anything. They drift on their own, through perfectly ordinary mechanics:
- The same revenue counted twice because two systems both think they own it.
- A bookings figure reported as if every signed deal will be collected in full.
- A projection built on last quarter’s best week, annualized.
- Processor fees and refunds quietly shaving the top line before it ever lands.
Each of these is innocent. Together they produce a dashboard that is confidently wrong.
Honest, not pretty
My job is not to make the numbers look better. It’s the opposite — it’s to apply the haircut nobody wants to apply, to flag the double-count, to insist on the realization rate. “Honest” here doesn’t accuse anyone of dishonesty. The subject of the sentence is the system, not a person. A good revenue system keeps the numbers from fooling themselves.
The most expensive number is the one everyone believed for a quarter before anyone checked it.
The systems are the answer
You can’t fix this with vigilance. People get tired, quarters get busy, and the person who knows where the double-count hides eventually leaves. The only durable answer is plumbing: a path from a customer paid to the dashboard says so that is short, auditable, and hard to fool. Reconciliation that runs whether or not anyone is watching. A definition of revenue that every system agrees on.
It is unglamorous work. It does not go on a slide. But it is the difference between a company that knows what’s true and one that is telling itself a story.
That’s what I want to write about here — the boring machinery that keeps the numbers honest, written down by someone who actually holds the wrench.