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Data Strategy

Stop measuring everything. Start measuring the boring stuff.

By Ocean Lyra Analysis · Jan 28, 2026 · 5 min read

The most useful metrics are usually the least exciting. A short rant with examples.

Nobody puts "days from invoice to cash" on a launch slide. But it predicts company survival better than half the metrics that do.

The exciting metrics get the dashboard real estate. Growth rate. MRR. Activation. The boring ones sit in a finance spreadsheet nobody outside finance ever opens. Then one quarter something quietly breaks, and by the time it shows up in the exciting numbers, it is already a real problem.

The boring numbers we track first

When we build a reporting layer from scratch, these go on page one. Before growth. Before anything a board deck would open with.

  • **Days from invoice to cash.** Cash flow surprises kill more companies than slow growth. Track it weekly.
  • **Refund and credit rate.** A rising line here means something is wrong with the product or the sales promise. It shows up in this metric months before it shows up in churn.
  • **Support ticket resolution time, by severity.** A quiet product-health signal. When P1 resolution slips, engineering is drowning even if nobody has said so out loud.
  • **Median time to hire, per role.** Growth companies live and die by hiring speed. Nobody measures it.
  • **Payroll as a percentage of revenue.** A single number that tells you whether the business model is working, quarter after quarter.

Why boring wins

Boring numbers move slowly. That is exactly why they matter. A metric that swings 40 percent in a week is noise. A metric that drifts two points a quarter for three quarters is a trend, and trends are what actually change how a company operates.

The exciting metrics are lagging by design. By the time revenue growth slows, the cause happened six months ago. The boring metrics are where the cause lives.

The test

Look at your current dashboard. For every chart, ask: if this number moved 20 percent tomorrow, would we know why? If the answer is no for more than half of them, you are measuring outputs. Start measuring inputs.

Then go back to your exciting growth chart. It will make more sense.

Want this kind of clarity on your own reports?

We rebuild executive packs and dashboards for a living. Send us what you've got. We'll tell you, honestly, what we'd change.