The Most Common Question in Every OKR Workshop
If you have spent any time introducing OKRs into an organisation, you have heard this question within the first hour: "So how is this different from our KPIs?" It is a fair question. Both involve metrics. Both involve tracking numbers over time. Both get discussed in leadership meetings. It is no wonder people conflate them. If you are just getting started, our certified OKR training covers this distinction in depth.
But confusing OKRs with KPIs is one of the most common reasons OKR programmes underperform. Research suggests that over half of all Key Results written in practice are actually KPIs in disguise — metrics the team already tracks rather than outcomes they intend to change. When that happens, OKRs become a relabelling exercise rather than a strategic tool.
The Disneyland Drive: A Metaphor That Makes It Click
The clearest way to understand the relationship between OKRs and KPIs is to imagine you are driving your family to Disneyland for the weekend.
KPIs Are Your Dashboard
The instruments on your dashboard tell you how the car is performing right now. Speed: you are cruising at 65 mph. Fuel: you have 120 miles left in the tank. Engine temperature and tyre pressure: all in the green.
You watch these constantly and make small adjustments. If the fuel light drops to 30 miles to empty, you plan a stop. If tyre pressure falls, you pull in and sort it. These are your KPIs — continuous, operational, and designed to keep the engine healthy.
OKRs Are Your Sat-Nav Plan
Your Objective is the destination: take the family to Disneyland for the weekend. Your Key Results are the milestones that prove you are getting there:
- KR1: Cover 300 miles from home to the park.
- KR2: Arrive by 6 pm on Friday.
- KR3: Make no more than 2 fuel stops and keep total drive time under 6 hours.
You review these on a cadence. If the M25 (for our American readers, the M25 is London's notoriously congested orbital motorway — think the I-405 in Los Angeles) snarls up, you recalculate the route, adjust your ETA, or choose a different crossing. The goal stays the same. The path flexes.
The Key Insight
KPIs keep the car healthy. OKRs get you to Disneyland. The best organisations use both.
What Each Is Really For: A Side-by-Side Comparison
| KPIs | OKRs | |
|---|---|---|
| Purpose | Monitor ongoing operational health | Drive strategic change and improvement |
| Question | "How well is the engine running?" | "Are we getting to Disneyland?" |
| Timeframe | Continuous — always on | Fixed cycle — typically quarterly |
| Nature | Steady-state metrics you maintain | Ambitious targets you pursue |
| Response | Immediate correction | Course correction at check-in |
| Success | Staying within healthy ranges | Achieving 60–70% of stretch targets |
Scenario: You are driving your family to Disneyland for the weekend. You need a sat-nav plan to get there and a healthy dashboard to make the journey safely.
The Five Signs You Are Confusing OKRs with KPIs
- Your Key Results never change quarter to quarter. If you are measuring the same thing every cycle, it is probably a KPI you are monitoring, not an outcome you are driving.
- Scoring feels meaningless. If everything scores 0.9 or 1.0, your targets are not stretching anything — they are just describing business as usual.
- Teams cannot explain what will be different. A good OKR answers "what will change by the end of this quarter?" If the answer is "nothing, we just keep doing what we are doing", it is a KPI.
- OKRs look identical across departments. KPIs are often standard across similar functions. OKRs should reflect specific strategic priorities that differ by team.
- Nobody gets excited about them. KPIs are important but rarely inspiring. If your OKR review feels like reading a spreadsheet, something has gone wrong.
If any of these resonate, our OKR Health Check guide provides a 10-point diagnostic to identify exactly where your programme is breaking down.
When to Use KPIs
KPIs are the right tool when you need to monitor the ongoing health of a process, set thresholds that trigger action when breached, track business-as-usual performance, or report operational status to stakeholders.
Common KPI examples include revenue run rate, customer churn, system uptime, net promoter score, employee turnover, and average response time. These are vital — but they describe the current state. They do not, on their own, drive change. Be wary of Goodhart's Law here: as we explored in our article on avoiding common pitfalls in strategic execution, when a measure becomes a target, it ceases to be a good measure.
When to Use OKRs
OKRs are the right tool when you need to align multiple teams around a shared strategic priority, drive a specific improvement within a defined period, focus energy on outcomes rather than outputs, or create accountability for strategic progress at every level.
A good OKR takes a KPI that is underperforming and turns it into an improvement target. For example, if your churn KPI is stuck at 8%, an OKR might set the objective "Become the provider customers refuse to leave" with a Key Result of "Reduce monthly churn from 8% to 5%."
How to Connect OKRs and KPIs: The Practical Framework
The real power comes when you stop treating these as separate systems and start connecting them deliberately.
Step 1: Let KPIs Surface the Problems
Your KPI dashboard is an early warning system. When a KPI drops below its healthy range or flatlines when it should be improving, that is a signal. It tells you where to focus.
Step 2: Let OKRs Drive the Fix
Take that underperforming KPI and ask: "What would need to change to shift this number?" The answer becomes your Objective. The measurable milestones become your Key Results.
Step 3: Let OKR Outcomes Improve the KPI
When the OKR cycle completes, the KPI should have moved. If it has not, you either chose the wrong levers or the execution did not land.
Step 4: Retire the OKR, Keep the KPI
Once the KPI reaches a healthy range, the OKR has done its job. Retire it. The KPI stays on the dashboard to ensure the improvement sticks.
This cycle — KPI flags a problem → OKR drives the fix → KPI confirms the result — is how the best organisations connect operational health to strategic progress. Our OKR Execution Engine automates much of this monitoring using AI agents.
A Practical Example
Imagine a UK SaaS company whose customer support KPI dashboard shows: average first response time at 14 hours (target: under 4), CSAT at 62% (target: above 80%), and ticket backlog growing 15% month on month.
These KPIs are flashing red. They surface the problem. Now the leadership team writes an OKR:
Objective: Deliver a support experience that customers actively praise.
- KR1: Reduce average first response time from 14 hours to under 4 hours.
- KR2: Increase CSAT from 62% to 80%.
- KR3: Eliminate the ticket backlog growth, reaching zero net new backlog by end of quarter.
The team now has a strategic focus for the quarter. The KPIs remain on the dashboard. The OKR is reviewed weekly at check-ins. At the end of the quarter, the OKR is scored and the KPIs tell them whether the improvement stuck.
Bottom Line
KPIs keep the car healthy. OKRs get you to Disneyland. Use both. Connect them deliberately. And stop writing KPIs on your OKR board and wondering why nothing changes. Our OKR services are built around exactly this principle.
Ready to put this into practice? Book a free 30-minute consultation with McKenna Agile Consultants. No sales pitch — just a conversation about where you are and what would actually help.
