Blog · Board and management reporting · Finance and FP&A teams
Measure, metric and KPI are used as synonyms and are three levels of the same thing. A measure is a number computed from data, such as revenue or a count of accounts. A metric is a measure given a definition and a context, such as revenue per active account over a trailing twelve months. A KPI is a metric that someone owns, that has a target, and that a decision depends on. This page sets out the three, gives the test that separates a KPI from a metric, and shows how to cut a forty-tile dashboard to the five that matter.
Three words, three levels. The difference matters because only one of them should be on the page a leader reads.
| Level | What it is | Example |
|---|---|---|
| Measure | A number computed from data | Revenue: $12.4m. Accounts: 1,850. Touches: 6,200 |
| Metric | A measure with a definition and context | Revenue per active account, trailing twelve months, net of credits: $6,700 |
| KPI | A metric with an owner, a target and a decision | Value coverage at cadence, owned by the sales director, target 85 percent, reviewed weekly; below 75 triggers a book reassignment review |
A definition that makes it comparable across time and between people.
| Element | Question it answers |
|---|---|
| Formula | What is divided by what? |
| Sources | Which export, which column? |
| Period | Trailing twelve months, quarter to date, as of which date? |
| Inclusions and exclusions | Credits? Intercompany? One-off items? |
| Level | Per account, per rep, per region, total? |
| Identity | What must it sum or reconcile to? |
Without these, two analysts produce two numbers and the meeting is spent on which is right. The KPI definitions page gives thirty metrics with formulas; whether any of them is a KPI for a given business depends on the next part.
Three additions.
An owner. One named person who is expected to move it. Not a team, not a function.
A target or threshold. A level that is good, a level that triggers action. Ideally from the business's own history, not a borrowed benchmark.
A decision. Something that changes when it moves: a reassignment, a hire, a price review, a call list. If nothing would be done differently, it is information, not a KPI.
If this number moved sharply tomorrow, who would do what?
| Number on the dashboard | Who would do what? | Verdict |
|---|---|---|
| Value coverage at cadence | Sales director reviews the uncovered top accounts with each manager | KPI |
| Dormant accounts by prior value | Managers assign the top twenty for a call this week | KPI |
| Forecast bias per rep | Manager adjusts the roll-up and has the conversation | KPI |
| Calls per day | Nobody; it varies and nothing follows | Metric, at best |
| Website sessions, on the sales dashboard | Nobody in sales | Remove |
| Total pipeline value | Depends; against what? | Metric. Coverage against required is the KPI |
| Average deal size | Interesting in a review | Metric |
| Revenue against target | Everyone looks; nobody can act on it directly | Lagging KPI; pair it with a leading one |
The front page is then five numbers, each with a name beside it. The list and dashboard piece covers the step after that: turning each KPI into the list of rows behind it.
| Field | Example |
|---|---|
| Name | Value coverage at cadence |
| Definition | Trailing twelve-month revenue of accounts touched within their tier cadence ÷ trailing twelve-month revenue of assigned accounts |
| Sources | Activity export; assignment file; ledger |
| Touch rule | Meeting, connected call, replied email, order taken |
| Owner | Sales director |
| Target; threshold | 85 percent; below 75 for two weeks |
| Decision | Review of uncovered tier A accounts; reassignment where an owner has more than can be covered |
| Cadence | Weekly |
| Identity | Assigned = covered + uncovered; assigned revenue = ledger revenue for assigned accounts |
One page per KPI, kept where everyone can read it. That is metrics governance, and it is mostly this.
Everything called a KPI. Forty of them; none owned.
Measures presented as metrics. Revenue of $12.4m, with no period, no comparison and no definition of net.
KPIs with no decision. Watched, discussed, never acted on.
Targets borrowed. A benchmark from another industry, against a differently defined metric.
A measure is a number, a metric is a defined number, a KPI is a defined number that someone owns and acts on. Apply the test to every tile: who would do what. Keep the few that pass on the front page, push the diagnostics down a level, and write one page per KPI. Covirage states the definition and the identity on every table it computes, so the metric layer is settled and the argument can be about the decision.
At the top, five to seven. Each level below has its own few, which feed the ones above. A board looking at thirty numbers is looking at none of them. The discipline is not choosing what to measure, since everything can be measured, but choosing which few numbers someone is accountable for moving.
The formula; the source of each input; the period; what is included and excluded; the level it is computed at; and the identity that checks it. Two people computing it from the same data should get the same number. If they do not, it is not yet a metric; it is a label.
The best ones are. A lagging KPI such as revenue tells the owner they missed. A leading KPI such as value coverage at cadence tells them while they can still act. A good set pairs each lagging outcome with a tested leading indicator and makes the leading one the weekly conversation.