Do you know that feeling when the team works every day, but the results just aren’t there?

You know that feeling when your team shows up every day, works hard — yet somehow the results are nowhere to be seen?
Before looking for someone to blame, it’s worth asking: maybe you simply don’t really know what’s actually going on? Or maybe you rely too much on intuition and intuition can be wrong.

KPIs are your honest answer to yourself: “Are we moving in the right direction or not?”
When decisions are based on gut feelings, business turns into a lottery.

In this article, we’ll show how to build a performance measurement system that truly helps you manage.

Let’s First Clarify the Terms

Many people confuse these three things:

Goal: What you want to achieve.
Example: “I want customers to get faster responses from our support team.”

Metric: Any measurement.
Number of tickets, average response time, number of employees in the department.

KPI: A metric with a clear target.
It shows whether you’ve achieved the desired result.
For example:
“We respond to customers within a maximum of 2 hours.”
“We resolve 95% of issues on the first contact.”

Here’s the key difference: a KPI has a specific threshold and clear criteria.
It doesn’t answer vague questions like “How are things going?” — it answers the concrete one:
“Did we achieve what we set out to do?”

What KPIs Actually Work?

Good KPIs help you see where the problem is — and how to fix it quickly.

A KPI that works should have the following:

You Can Influence It

If a metric depends on things you don’t control (economic conditions, weather, decisions by top management), it’s not your KPI.
You must be able to change this number through your own actions.

Everyone Understands It the Same Way

If one manager considers a task “done” when it’s closed in the system, while another considers it done only when the customer confirms the result — they’re measuring different things.
That’s how numbers stop making sense.

There Is a Baseline

You need to know where you started and how things are changing over time.
Without a baseline and dynamics, you can’t tell whether there’s real progress.

Data Sources Are Clear

You know exactly where each number comes from and how reliable it is.
Not “some Excel file,” but a specific source with clear rules.

It Leads to Action

When the KPI drops, you know what to do.
When it improves, you know why.
A KPI without action is just a number.

Four Types of KPIs (And Why You Need All of Them)

One metric never tells the full story.
You need a combination of KPIs that together show what’s really happening.

1. Result KPIs — “What did we achieve?”

These are your final outcome numbers.

Contact center examples:

• 847 requests processed this week
• Plan achieved at 102%
• Customer satisfaction at 90%

The main problem:
You see the result, but you don’t know why it looks that way.

The plan was achieved — great. But why?
Did the team work better? Or were there simply fewer calls?
These numbers alone don’t tell you.

2. Process KPIs — “How are we doing it?”

These show what’s behind the results — the actions that lead to success or failure.

Contact center examples:

• Average handling time: 4 minutes per request
• Operators spend 85% of their time on calls
• 12% of customers wait more than 2 minutes in the queue

What this gives you:
Now you understand the causes.

If the plan wasn’t achieved, look at the process:

• Maybe there weren’t enough operators
• Maybe each call took too long
• Maybe the queue was too long and customers hung up

3. Quality KPIs — “How well did we do?”

This protects you from the “fast but bad” scenario.
You can process a lot of requests — but if customers are unhappy, it’s a hollow victory.

Contact center examples:

• 92% of issues resolved on the first contact
• Only 3% of customers call back with the same issue
• Average service rating: 4.6 out of 5

What this gives you:
You understand the real value of the work.

Imagine this:
You processed 1,000 requests in a day (plan achieved!), but half the customers have to call back because their problem wasn’t solved.
Formally — success.
In reality — a disaster.

4. Growth & Development KPIs — “Are we getting better?”

These show your progress over time.

Contact center examples:

• New hires reach full productivity in 2 weeks instead of 4
• Average handling time decreased from 5 to 4 minutes over a quarter
• The performance gap between the fastest and slowest operator has narrowed

What this gives you:
You see the long-term picture.

Today you handle 800 requests with 10 operators.
In six months, you handle 1,000 requests with the same 10 people — and quality hasn’t dropped.
That’s real growth.

All four types work together.
Without them, you either don’t understand the causes, sacrifice quality, or stay stuck in place.

Why You Need All Four Types

• If you look only at results, you won’t understand how they were achieved.
• If you look only at process, you won’t see the final business impact.
• If you forget about quality, you may formally hit the plan — but damage your reputation.
• If you ignore development, in a year you’ll be working exactly the same way as today, with no real progress.

The balance of these indicators gives you a true picture of what’s really happening.

How to Build a KPI System: 5 Steps

Step 1. Clearly Define What You Want

Bad: “We want to improve performance.”
Good: “We want to reduce order fulfillment time from 10 to 8 days within 3 months.”

Your goal must include a concrete result and a deadline.
Otherwise, you’ll never know whether you’ve succeeded.

Step 2. Define Exactly What You Measure

This is where confusion most often appears — even though it seems simple.

Take “task completion time.” What does it actually mean?

• From creation to closure?
• From the moment someone starts working on it?
• Do you count only working hours or include weekends?

If everyone understands it differently, the metric is meaningless.

Step 3. Don’t Create Ten KPIs at Once

Start with 1–2 KPIs per goal.
If you have ten, the team will try to improve everything at once — and end up improving nothing.

Step 4. Set Three Levels for Each KPI

Baseline: “Where are we now?”

Your current reality. Measure how things look today.
Why: Without this, you can’t tell whether there’s progress.

Standard: “What is acceptable?”

The range where performance is stable.
Why: You know when to intervene and when things are fine.

Target: “Where do we want to get to?”

Your near-term objective for the coming months.
Why: Without a target, the team stands still.

Step 5. Agree on the Rules

• Who records the KPIs?
• Where are they stored?
• How do you verify that the data is correct?

If each department calculates numbers differently, comparison becomes impossible.

Formulas: How to Calculate KPIs

1. Plan Achievement

KPI = (Actual / Plan) × 100

Example: planned 200, achieved 190 → 95%

2. Change from Baseline

KPI = ((Actual – Baseline) / Baseline) × 100

Example: was 10 days, became 8 → –20%
(cycle time reduced by 20%)

3. Quality Rate

KPI = (Error-Free / Total) × 100

Example: 92 done correctly out of 100 → 92%

4. Composite KPI (When There Are Several Metrics)

KPI = (Metric₁ × Weight₁) + (Metric₂ × Weight₂) + …

Example:
Results 50% + Quality 30% + Speed 20% = one overall performance index

Key point:
Weights must add up to 100%, and they must reflect what is truly most important for your business.

Example: Order Processing Department

Situation

The company has a department that processes customer orders every day — from receiving the request to shipping the product.

The department manager tracks three KPIs:

1. On-Time Order Fulfillment — 94%

What it means:
Out of 100 orders, 94 are shipped to customers within the promised timeframe.

How to interpret it:

• Above 90% — good, customers receive their orders on time
• Below 85% — a problem, complaints will start appearing

2. Order Processing Time — 7 Days

What it means:
On average, it takes 7 days from the customer request to shipping the product.

How to interpret it:

• Six months ago it was 10 days — so you’ve become faster
• If it suddenly goes back up to 10 days — there’s a bottleneck somewhere

3. Orders Returned for Rework — 6%

What it means:
6 out of 100 orders have to be reprocessed — something was packed incorrectly, the wrong address was entered, or something was missing.

How to interpret it:

• 5–7% — normal, people make occasional mistakes
• 15–20% — either the team is rushing and working carelessly, or customer requirements are poorly understood

Why Do You Need All Three?

One KPI alone will not tell the truth:

• You can process orders quickly (5 days), but miss deadlines on half of them
• You can deliver everything on time, but every second order has errors
• You can do everything perfectly, but take 20 days per order

Together, these three KPIs show whether the department is working fast, reliably, and with quality at the same time.

If you manage a contact center or chat support team, you can read more about industry-specific KPIs in our dedicated article.

Common KPI Mistakes

1. A KPI the Team Cannot Influence

Example: You set a KPI for sales such as “number of inbound calls.”
But call volume depends on marketing, not on the sales team.

What happens:
The team realizes their effort doesn’t change the number. Motivation drops.

Correct approach:
Measure what they can actually influence — for example, call-to-sale conversion rate.

2. Measuring Volume Only — and Losing Quality

Example: Operators are given a target of “100 tickets per day.”
They hit the number, but handle issues quickly and superficially.

What happens:
High volume, poor results. Customers are unhappy, problems remain unresolved.

Correct approach:
Measure both volume and quality (for example, first-contact resolution).

3. No Baseline and No Standard

Example: The team is told, “We completed 150 tasks this month.”

What happens:
Is that good or bad? Better or worse than before? No one knows.
The number is meaningless.

Correct approach:
You need a baseline (last month was 120) and a standard (normal is 130–160).

4. Changing the Calculation Method

Example: Last month you counted all requests.
This month — only closed ones.
Next month — only those completed on time.

What happens:
Comparisons become useless. You can’t tell if there’s progress.

Correct approach:
Fix one calculation method and always stick to it.

5. Improving One KPI — Breaking Another

Example: You push for faster handling time.
Speed increases, but quality drops — people rush and make mistakes.

What happens:
You optimize one metric and damage others.

Correct approach:
Track several KPIs at the same time to see the balance.

6. Wrong Review Frequency

Example: You check KPIs every hour and see random fluctuations.
Or you review them once a year and react far too late.

What happens:
Either panic because of noise — or you miss real problems.

Correct approach:
Choose the right review frequency: daily, weekly, or monthly — depending on the process.

Without Data, KPIs Are Just Numbers

KPIs work like this:
something happens in operations → you record it → calculate it → analyze it → and make decisions based on it.

For KPIs to be reliable, you need three things:

Clearly Define What You Measure

Bad: “Completed tasks.”
Good: “A task is considered completed when the customer has received a response and confirmed that the issue is resolved.”

If everyone interprets it differently, the numbers are meaningless.

Maintain Data Quality

No missing data (nothing forgotten), no duplicates (nothing recorded twice), and consistent rules for how everything is logged.
If data is messy, KPIs will lie.

Document Changes in Methodology

If you change how a KPI is calculated, record it.
Otherwise, in a month you won’t know whether the numbers changed because the team improved — or because you started counting differently.

Result:
When everything is captured automatically and consistently, you clearly see what is really happening, why the numbers changed, and what to do about it.

The NovaTalks platform allows you to connect KPIs directly to processes — this is how KPIs become a real management tool, not just reporting.

Frequently Asked Questions

Is One KPI Better Than Several?

One KPI is always a simplification of reality. You only see part of the picture.
The optimal approach is 2–4 KPIs per goal:

• What you achieved (results)
• How you worked (process)
• How well you worked (quality)

This protects you from distortions where you improve one thing at the expense of others.

How Do You Set a Target?

Look at data from the past weeks or months.
Define:

• Where you are now (baseline)
• What is considered normal (standard)

Your target should be realistic but require effort — not too easy and not impossible.
If you have no historical data, set a temporary target and adjust it after 1–2 months when you have more insight.

Can You Compare Last Month to This Month?

Yes — but only if the calculation methodology hasn’t changed. If you changed formulas, criteria, or data collection tools, comparisons lose meaning. Always document methodology changes so you understand what really affected the result.

What If KPIs Drive the Wrong Behavior?

When you set a KPI for only one aspect of work, the team will naturally focus on it — often at the expense of everything else. For example, if operators are measured only on number of tickets handled, they will work fast but superficially, leaving customers dissatisfied.

Solution: Balance the system. Add quality KPIs to speed. Add accuracy to volume. This prevents the team from improving one metric by damaging others.

How Often Should You Review KPIs?

Monitor KPIs weekly or monthly, depending on how fast the process moves. Review the KPI system itself quarterly or when business goals change. Frequent changes undermine trust in the system. Rare changes make KPIs outdated and irrelevant.

What’s the Difference Between KPIs and OKRs?

OKRs are about direction and ambition — “where we are going.” KPIs are about stability and control — “how we are performing right now.” OKRs often change every quarter. KPIs usually live longer and reflect operational efficiency.

Summary

KPIs work when they are thoughtfully designed:

• From business goal to specific metric
• From data collection to calculation formula
• From measurement to management decision

If KPIs have become a formality, the problem is usually in how they were built.
Common causes:

• The wrong metric was chosen
• There is no baseline for comparison
• Data is collected inconsistently
• Only volume is measured, without quality

When your KPI system works properly, you look at the numbers and clearly understand:

• What is happening
• Why it is happening
• What needs to change

The NovaTalks platform helps you build this system:
it automates data collection, links KPIs to processes, and turns KPIs into a real management tool — not just reporting.