BI and KPIs · Guide

OKRs and KPIs: one leads, the other reports

They are not rivals — they measure different things. A KPI watches the health of what already works; an OKR pushes what does not exist yet. How to build each, how they connect, and the ten mistakes that sink an OKR rollout.

Published on October 20, 2026

“Should we move to OKRs or stay with KPIs?” The question comes up in management meetings all the time and has no answer, because it is the wrong question. It is like asking whether you drive by watching the dashboard or the map: the dashboard tells you the engine is fine; the map tells you where you are going. Dropping either one is a bad idea.

That is the whole distinction, and everything else follows from it.

What each one measures

OKR KPI
Why it exists To drive a change that is not happening today To watch that what already works keeps working
Nature Qualitative objective + numeric key results Strictly numeric
Horizon Quarterly, with a closing cycle Continuous: weekly, monthly, permanent
What happens when met It retires and another takes its place It keeps being measured forever
The leader’s role Lead: set the destination Report: state the condition

The row most often forgotten is the second to last. A completed OKR disappears; a healthy KPI stays for the rest of the company’s life. That is why a board full of old OKRs means nobody closed the cycle, and a KPI reviewed for only one quarter was never a KPI.

How to build an OKR

1. The objective answers “what do we want to achieve?” It is qualitative, short and ambitious. It carries no numbers. And there should be one to three per team per quarter: the number one cause of failure is having nine.

2. The key results answer “how will we know we got there?” Two to four, numeric, and here is the fine point: they measure impact, not tasks. “Launch the campaign” is a task that can be completed without anything improving. “Raise conversion from 2.1% to 3.5%” is a result.

3. Initiatives are what we will actually do to move those numbers. They are the task list, and they live underneath the key results, never in their place.

4. They are agreed top-down and bottom-up. Leadership sets direction; teams write their own key results. A fully imposed OKR gets met on paper and abandoned in practice.

Here is a complete one:

Objective: make our support service the quality benchmark of the sector. KR1: raise customer satisfaction from 75% to 92%. KR2: cut first response time from 4 hours to 15 minutes. Initiative: implement automated triage and train the support team.

How to build a KPI

1. Pick a critical process that is already running: sales, retention, safety, receivables. If the process does not exist yet, what you need is an OKR, not a KPI.

2. Run it through the SMART filter: specific, measurable, achievable, relevant, and with a defined cadence.

3. Set the formula, the baseline and the target. The written formula matters as much as the number: without it, every department calculates differently and the meeting is spent arguing about the figure instead of the decision.

4. Assign an owner by name and a review frequency. A department is accountable for nothing; a person is.

Indicator: customer retention rate. Formula: (customers at end − new customers) ÷ customers at start × 100. Baseline: 82% monthly. Target: hold above 88% all year. Owner: head of service. Frequency: monthly.

To filter the indicators you already have before building new ones, the four-question exercise is in How to tell whether a KPI earns its place.

The loop that connects them

Here is the part almost nobody explains, and the most useful one:

  1. An operational KPI drifts out of its acceptable range. Retention drops from 82% to 71%.
  2. That triggers a quarterly OKR: “win back the confidence of our most valuable customers,” with key results on retention and response time.
  3. The team runs the initiatives through the quarter.
  4. The number returns to range. The OKR closes and the variable goes back to being a monitored KPI.

That circuit — watch, detect, transform, return to watching — is the mature way to use both frameworks. The KPI is the alarm system; the OKR is the response team.

Where agile fits

When the three layers come together, each has its place, and confusing them is what creates the mess:

  • Agile is the organization’s mindset.
  • OKR is the strategic layer: it defines the quarter’s impact.
  • Scrum is the execution layer: one- or two-week sprints that produce deliverables.

The connection is direct: each sprint’s goals are initiatives feeding the quarter’s key results. If the team cannot say which key result the current sprint serves, strategy and execution have come apart.

The ten mistakes that sink a rollout

Mistake Consequence What to do
Too many OKRs Loss of focus One to three per team per quarter, maximum
Impossible or trivial goals Demotivation or no challenge Ambitious but reachable
Treating OKRs as a task list Measuring delivery, not value Write the key result by asking what impact you want
Imposing them from the top only Compliance for show Leadership sets direction, teams write their key results
No follow-up meetings Forgotten within three weeks Short, mandatory weekly or biweekly check-in
No owner Urgency eats the goal One explicit owner per objective and per key result
Misaligned with strategy Effort that adds nothing Every OKR must hang from a company objective
Tied to bonuses Deliberately conservative goals Keep pay reviews separate from OKR attainment
No conversation or feedback No course correction in time Build conversation, feedback and recognition into the cycle
Copying someone else’s model Friction and rejection Adapt it to your own maturity and culture

The eighth deserves its own note because it is counterintuitive. If the bonus depends on OKR attainment, people will propose goals they know they can hit, and the framework loses exactly what makes it useful. You can assess performance by looking at how someone worked; what you should avoid is putting the key result percentage into the pay formula.

What about the software?

There is a whole market of OKR platforms — cascading alignment, automated check-ins from Teams or Slack, heat maps, Jira integration — and they earn their keep when there are many teams and manual coordination no longer scales.

But it is worth saying plainly: below roughly fifty people, a well-built spreadsheet does the job. Which is why this article comes with one: the OKR & KPI board you can download above, with the strategic map, quarterly objectives with automatic progress, the biweekly check-in, the indicator catalogue and a summary with traffic lights. Each sheet carries one example row showing the expected format, and it clears in one click. The template is in Spanish for now. The tool is not what fails in an OKR rollout; the ten items in the table above are, and none of them is fixed by buying licenses. If the company cannot sustain a biweekly check-in in a spreadsheet, it will not sustain one in a platform either.

When size does justify it, what to compare is integration with the tools the team already uses, access control, data protection compliance and — above all — how easy it is to update a key result in thirty seconds. Adoption is lost there, not in the advanced features.

One warning before starting

OKRs do not fix a strategy that does not exist: they expose it. If the company is unclear about where it is going, the exercise will produce three pretty, contradictory objectives, and the team will experience it as more reporting.

In that case the right order is reversed: define where the company is headed first, then translate it into OKRs. And meanwhile, keep the existing KPIs honest, which is a better foundation than an aspirational board nobody will look at in March.

Sources

Attachment

The study material for this lesson, to read at your own pace or use with your team.

  • OKR & KPI board — Excel template with strategic map, biweekly check-in and indicator catalogue (in Spanish) XLSX · 21 KB Download