Every board deck has the same slide: pipeline coverage, expressed as a multiple of the number you need to hit. 3.5x. 4x. Sometimes higher if the quarter's been rough and someone wants the deck to look calmer than the pipeline actually is.

Nobody in the room asks where that multiple came from. It's inherited — carried over from a rule of thumb that assumed close rates in the 25 to 30 percent range, set years ago by someone who's probably not even at the company anymore. Nobody has re-derived it since.

The problem is that close rates have moved. Deals take longer, more stakeholders get involved, and a meaningful share of "open" pipeline is stalled rather than progressing. A 4x coverage ratio built on a 25% close rate assumption is meaningless if your actual close rate is 15%. You'd need almost 7x coverage to hit the same number, and almost nobody is running the math to check.

The multiple that never gets re-tested

I've sat through board meetings where coverage looked comfortable every single month right up until the quarter missed — because the ratio itself had quietly stopped meaning anything. Coverage isn't a leading indicator of whether you'll hit the number. It's a leading indicator of whether you have enough pipeline volume to have a chance, assuming last year's conversion math still applies.

Test it before you trust it: pull your last four closed quarters, and for each one, calculate what your actual close rate was on pipeline that existed at the start of the quarter. If that number has drifted from what your coverage target assumes, the ratio you're reporting is already wrong, and it's been wrong for a while.

The number that actually predicts a miss

A single blended coverage ratio hides more than it reveals, because it averages together deals at wildly different stages with wildly different close probabilities. A discovery-stage deal and a deal in final legal review are not the same unit of "pipeline," and treating them as interchangeable is how a healthy-looking number turns into a surprise miss.

Stage-weighted pipeline value is more work to calculate and far more honest. Multiply the value in each stage by that stage's actual historical close rate, not an assumed one, and sum it. That number moves slower and looks less impressive on a slide, but it's the one that's actually trying to predict the same thing coverage claims to predict.

What to bring to the board instead

Report the coverage ratio if you want, but report it next to your model's track record: over the last N quarters, how often has "we had enough coverage" actually predicted "we hit the number"? If the answer is something like five out of eight, say that. It's a more useful sentence than any multiple on its own, because it tells the board how much to trust the slide in front of them.

The version of this that boards actually respect isn't a bigger multiple. It's a leader who can say exactly how reliable their own forecast has been, and is already working on the gap.