Learning objective
By the end of this lesson, you can distinguish an initiative, an output and an outcome, then write a Key Result with a baseline and target.
Why it matters
Teams can finish every planned task while the business result remains unchanged:
- publish 20 help articles;
- redesign onboarding;
- train the sales team;
- launch a dashboard.
These may be useful initiatives, but they do not show whether customers, operations or economics improved.
Core concept: activity is not evidence
Use three levels:
- Initiative: work the team chooses to perform.
- Output: an artefact or capability produced by the work.
- Outcome: a measurable change in behaviour, performance or condition.
Key Results should normally measure outcomes. Some committed delivery contexts require output milestones, but label them honestly and do not treat them as proof of impact.
Visual explanation
Text alternative: an initiative creates an output, which is intended to cause an outcome. A Key Result quantifies that outcome with a baseline and target.
Worked example
Weak OKR:
Objective: Improve onboarding.
KR1: Launch a new checklist.
KR2: Train Customer Success.
KR3: Send five reminder emails.
Improved OKR:
Objective: Make first value fast and predictable for new customers.
- reduce median time to first completed workflow from 10 to 4 days;
- increase customers reaching first value without support from 42% to 70%;
- reduce 30-day onboarding abandonment from 22% to 10%.
The checklist, training and reminders move into the initiative list. The team can replace them if they do not move the Key Results.
Common mistake
Mistake: using a metric that can improve while the real result worsens.
Example: reducing average support handling time may encourage premature closure. Add a guardrail such as repeat-contact rate or verified resolution.
Quick check
Which item is an outcome Key Result?
A. Interview ten customers.
B. Release the new search experience.
C. Increase successful self-service resolution from 28% to 45%.
D. Create an onboarding task force.
Answer: C. It defines a measurable change in customer behaviour.
Practical prompt
Take one task from your current plan. Write:
- the output it creates;
- the outcome it is expected to influence;
- a baseline;
- a target;
- a guardrail;
- the date when evidence should be visible.
Summary
- Initiatives describe work; Key Results demonstrate change.
- Strong Key Results include baselines and targets.
- Guardrails reduce metric gaming and unintended harm.
- Initiatives can change while the Objective remains stable.
Next lesson
Apply the method in Fix the Outcome-Free OKRs, a guided case about a customer-support team whose roadmap is complete but whose results are not improving.