OKRs vs KPIs: Key Differences and How They Work Together

Fourteen hours for a useful first reply. The support team knows that number, watches it every week and agrees it should be lower. Yet the same discussion keeps coming back. How does the team move from watching the result to changing it? That is where a KPI and an OKR can work together.

The main difference between OKRs and KPIs is their purpose: KPIs track important ongoing performance, while OKRs define a priority outcome and the measurable results a team aims to achieve within a set cycle. They can use the same underlying measure.

I often hear them discussed as if a company must choose one. The useful question is what it is trying to manage. Which results need regular attention? Which need a focused effort to change?

What Is the Difference Between OKRs and KPIs?

A KPI, or Key Performance Indicator, is a measure important enough to influence decisions. Our support team might track the median time to first substantive reply every week. If it rises, someone investigates. If it falls, the team checks whether the improvement lasts. The KPI can continue across many planning periods, although its target and even its usefulness should be reviewed.

An OKR, or Objectives and Key Results, gives a team a focus for a defined cycle. The Objective describes the change the team wants to create and why it matters. The Key Results show what evidence would convince us that the change happened. The work chosen to get there is described through initiatives.

For the support team, an Objective might be: Give customers the answers they need without making them wait. It makes the value to the customer clear. It also raises a planning question: Why focus on this now? Perhaps response times have stalled and customers are asking for updates before anyone can help them.

A Key Result could be: Reduce the median time to first substantive reply from 14 hours to below 8 hours by the end of the quarter. The measure already exists as a KPI. Here it also describes a specific change the team wants to achieve in this cycle.

“Introduce a new ticket-routing tool,” on the other hand, is an initiative. The team may install it, admire the shiny new screen, and still leave tickets taking the scenic route. A tool nobody uses will not help a single customer. If the problem is that tickets keep reaching the wrong team, a Key Result could be: Reduce tickets routed to the wrong team from 20% to below 5% by quarter-end. Now we are checking whether the work made a difference, rather than celebrating that the tool exists.

The difference is in how we use them. A KPI may track an everyday service or a larger business result; we return to it regularly to see whether action is needed. An OKR gives a particular improvement a time frame and a shared focus. Its targets should be meaningful, but they still need to make sense for the team and its situation.

How OKRs and KPIs Work Together: A Support Team Example

The figures in our support example are illustrative. Its ongoing KPI is the median time to first substantive reply, calculated from the same ticket records each week. The current result is 14 hours. The team wants this result to stay healthy, so it will continue to monitor it.

For the next quarter, slow first replies become a priority that routine fixes have not solved. Support agents see where tickets wait; team leads understand shift coverage; the operations team manages routing rules. They need to work on one problem together. Their OKR could be:

Objective: Give customers the answers they need without making them wait.

• Key Result 1: Reduce median time to first substantive reply from 14 hours to below 8 hours by quarter-end.
• Key Result 2: Raise customer satisfaction after resolution from 74% to at least 85% by quarter-end.

The first Key Result checks speed; the second checks quality through customer satisfaction. We need both. A reply sent in under an hour may look wonderful on the response-time chart, but if it does not answer the question, the customer is still waiting for help. If speed improves while satisfaction does not, the team needs to ask what has really changed.

Its initiatives might include adjusting evening coverage, improving ticket routing, and giving agents a clearer way to escalate complex requests. The team can adjust those actions as it learns. The Key Results keep the conversation on the effect of the work.

There is no need to maintain two versions of the first-response-time figure. The KPI and the first Key Result can use the same definition and data. The KPI keeps the result visible as part of ongoing performance. The Key Result adds the starting value, the quarter-end target and the reason for concentrating effort now. Microsoft’s OKR guidance also explains that OKRs complement KPIs and can use them.

When to Use OKRs, KPIs, or Both

If an important process is working well, keep an eye on it with a KPI. The support team will still care whether customers receive a useful first reply promptly after the quarter ends. Its managers need to notice a worsening result and decide whether to intervene. That does not mean the same target will remain appropriate forever.

If a meaningful change needs focused work and cooperation, an OKR can help people agree on the desired outcome. It gives the teams a reason to ask whether their actions are moving the result, rather than simply reporting that the actions are complete.

Sometimes a weak KPI triggers an OKR. Sometimes it calls for a straightforward fix. If one shift is understaffed, address it through normal management. You do not need an OKR for every red cell on a dashboard. If there is no meaningful change to pursue this cycle, do not invent one to fill a template.

I would first look at the business process and the people affected. A number tells us where to pay attention; it rarely explains the whole problem. For the support team, the useful discussion is not only whether median first-response time is 14 hours or below 8. It is also when tickets arrive, where they wait, and whether the proposed changes help customers. Once we understand the process, we can choose better measures and better actions.

Review OKRs and KPIs Together

In a regular review, the support team can look at its KPI, progress on the Key Results, and what the teams have tried. Suppose median first-response time improves from 14 to 10 hours, but satisfaction remains at 74%. That is progress in one measure and a reason to investigate the customer experience. Are agents sending faster but less useful replies? Are complex requests stuck in the evening queue? Has the mix of incoming tickets changed?

The discussion should end with a decision: what will the team check or change, who will do it, and when will they look at the effect? A meeting that ends with “the OKR is 60% complete” has told us something. It has not yet helped us manage the next step.

For more on defining measures, setting targets and making reviews useful, see how to track KPIs effectively.

At the end of the cycle, the team looks at the evidence and the lessons. If first replies have become reliably faster and helpful, it can close the OKR and continue monitoring the result through the KPI. If a substantial problem remains, the next cycle may need a revised Objective or new Key Results. If the original measure no longer helps people make decisions, it can be changed or retired. Neither label should keep a measure alive on its own.

There is a human side to this too. If every ambitious OKR result is tied directly to an individual’s bonus, people may choose very safe targets and become less willing to raise problems early. A check-in should make it possible to say, “This did not work; what have we learned?” A result of 100% can be excellent, but it can also tell us the target was too easy. Context matters.

Connecting OKRs and KPIs in Spark.work

When teams manage OKRs and KPIs across departments, the challenge is keeping goals, measures, owners and initiatives connected. People need to understand both what the organization wants to change and how ongoing performance is developing.

Spark.work brings OKR management and KPI tracking into the same platform, alongside strategic goals and initiatives. Teams can manage their priorities and performance within the broader context of strategy management and execution.

KPIs keep important results in view. OKRs help teams give a priority change the attention it needs. When both lead to a clearer conversation about the work and a decision about what to do next, they are doing their jobs.