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OKR template

Data team OKR examples

This is a free data team OKR template with 2 objectives, 6 key results, and 8 starter initiatives you can copy. Numbers the company trusts enough to decide on — measured on questions answered and definitions agreed, not dashboards built. It is written for Seed, Series A and Growth companies.

  • 2 objectives
  • 6 key results
  • Seed
  • Series A
  • Growth

What does a data team OKR look like?

Copy these as they are and edit the numbers to your own baselines. The objective is the outcome you want to be true by the end of the quarter; the key results are how you will know it happened; the initiatives are the bets you are making to get there.

Objective 1 Operational

Make one number mean one thing across the company

Two teams reporting different revenue is a decision-quality defect, not a reporting inconvenience. The annual goal is a single definition set the whole company reads from; this quarter fixes the metrics that get argued about most and the cycle time to answer a question about them.

KR 1.1 Headline

Core metrics with one agreed definition 4 of 18 → 16 of 18

How it is measured: Company metrics with a written single-source definition, out of the 18 we report

Baseline: 4 of 18 · Target: 16 of 18

Initiatives

  • Write the definition, owner, and source query for each core metric on one page
  • Retire every dashboard that computes a core metric its own way
KR 1.2

Median hours to answer a data question 38 → 6

How it is measured: Median hours from a question being asked to a numeric answer

Baseline: 38 hours · Target: 6 hours

Initiatives

  • Publish the ten most-asked questions as self-serve views
KR 1.3

Reports that disagreed with the source of truth 27% → 5% of the reports published this quarter

How it is measured: Published reports whose numbers did not reconcile, over reports published

Baseline: 27% · Target: 5%

Initiatives

  • Reconcile every report against the source before it goes out
Objective 2 Operational

Give every team a number they can steer by

A team without its own metric steers by opinion. The annual goal is every team running against a number it can move weekly; this quarter closes the gaps where the data simply is not there, and the manual work reporting costs us each week is automated away.

KR 2.1 Headline

Teams with a weekly metric they own 3 of 9 → 8 of 9

How it is measured: Teams reviewing a metric they can move weekly, out of the 9 teams

Baseline: 3 of 9 · Target: 8 of 9

Initiatives

  • Sit with each team lead and pick the one number their week turns on
  • Kill the metrics nobody looked at last quarter
KR 2.2

Weekly reporting done by hand 14 hours → 2 hours

How it is measured: Person-hours spent assembling the weekly reports

Baseline: 14 hours · Target: 2 hours

Initiatives

  • Automate the three reports rebuilt by hand every Monday
KR 2.3

Product events arriving with the fields we need 52% → 90% of the events we track

How it is measured: Tracked events arriving with a complete payload, over tracked events

Baseline: 52% · Target: 90%

Initiatives

  • Write one schema per event and reject payloads that do not match

Why are these key results written this way?

Every example above passes the same quality rubric Hespia grades real OKRs against. Four rules do most of the work, and they are worth keeping when you edit the numbers:

  1. The objective has no number in it

    An objective is a qualitative state of the world you want to be true. The number belongs one level down, on the key result. An objective with a metric in the title is really a key result that lost its parent.

  2. Every key result shows a baseline, not just a target

    "Core metrics with one agreed definition 4 of 18 → 16 of 18" is readable at a glance because the movement is visible. A target with no starting number cannot be paced weekly, so nobody can tell in week 4 whether it is slipping.

  3. Every ratio names a denominator the team cannot shrink

    "Of the accounts that started the quarter" is a fixed denominator. "Of active accounts" is not — the definition of active can move, and the percentage improves without anything real changing.

  4. Enabling work sits in initiatives, not in key results

    "Launch the new onboarding" is work; "activation in week one from 31% to 45%" is the result the work is meant to produce. Shipping the project is not the same as the outcome arriving, so the two live at different levels.

A template remembers. It doesn't chase.

Copied into a doc, these 6 key results depend on someone reopening the doc every week. Hespia seeds this exact board in one click, then reads pace on every key result weekly, flags what is slipping in week 4 instead of week 13, and writes the digest nobody wants to write. $100/month flat, whole team included.

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Data team OKR questions

What are good data team OKRs?

Good data team OKRs pair a qualitative objective with key results that each carry a number. In this template the objectives are "Make one number mean one thing across the company" and "Give every team a number they can steer by", and every key result underneath states the metric, where it starts, and where it needs to land — for example "Core metrics with one agreed definition 4 of 18 → 16 of 18". If a key result has no starting number, it is a task rather than a key result.

How many key results should a data team team have?

Three to five key results per objective, and no more than two or three objectives per team in a quarter. This template uses 2 objectives and 6 key results in total, which is a realistic quarter for one team. More than that and the weekly check-in stops fitting in fifteen minutes, which is how the ritual dies.

Are these data team OKR examples free to use?

Yes. Every objective, key result, and initiative on this page is free to copy into any doc, spreadsheet, or goal tool, with no signup and no email. Hespia, the AI mentor that tracks weekly pace on each of these key results and chases the owners, is $100/month flat for the whole team.

Why does every key result here name its denominator?

Because a ratio without a stated denominator can be improved by shrinking the bottom number instead of growing the top one. A team that reports "percentage of active accounts" can quietly redefine "active" and post a win it did not earn. Every percentage in this template names a denominator the team cannot move, such as the accounts that started the quarter.

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