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Digital workplace

What your service desk metrics aren’t telling you

By Michael Przytula
Global Practice Leader, Digital Workplace Services
Ideas lab | 11/06/2026 | Read time: 1 min

Service desks optimize what they can measure — but the biggest impact of IT issues happens far beyond the help desk. 

What service desk metrics miss

It’s five minutes before a meeting, and the conference room system just failed. The presenter attempts to troubleshoot. Colleagues try different fixes. Someone unplugs something and then plugs it back in. Eventually, they call the service desk. Everyone waits. After a while, an agent arrives and solves the issue.

On paper, it’s a success: the ticket was closed quickly and efficiently. But was it? The meeting started and ended late. The presenter was thrown off. And the group had to delay decisions since they ran out of time. There’s now another meeting to follow up.

The service desk records a five-minute call. But the business lost much more than that in time and momentum. Consider the lost time from the people waiting in the room, the people waiting remotely, and the delays this will cause to the project. That larger loss doesn’t show up in the metrics.

Most service desks are optimized for efficiency. Importantly, efficiency is not the same as employee productivity.

Service desks typically measure the productivity of support agents through metrics like ticket volume and resolution speed. Inside the service desk, everything is structured and measurable. Every interaction is logged, every ticket tracked, and every agent’s activity monitored through metrics such as:

ticket icon

Tickets closed per agent

Service icon

First-call resolution

Clock icon

Time to close

Queue icon

Queue performance

Cost icon

Cost per ticket

From an operational perspective, this makes sense. The service desk is a centralized operation with defined staffing, operational costs and performance targets.

But the employee experience is far less visible.

Technology problems occur across thousands of employees working in decentralized environments filled with different devices, applications, networks and tools. When something breaks, the resulting productivity loss often goes unseen.

This creates a subtle but important imbalance: organizations measure how efficiently support teams operate, while rarely measuring how much productivity the broader workforce loses when technology fails.

Productivity losses businesses never see

An employee who can’t connect to a meeting room system. A laptop that won’t install an update. 

A VPN issue blocks access to a critical application. These problems create productivity loss, but much of that loss goes unseen because no dashboard captures: 

How long employees spend independently troubleshooting

Time lost restarting devices or searching knowledge bases

Delayed meetings and interrupted workflows

The loss of focus caused by technology disruptions

In many cases, employees spend significant time troubleshooting before ever contacting the service desk. They restart applications, attempt workarounds and search through help articles — each attempt costing more time.

By the time an employee calls the service desk, they have often already tried several failed fixes. Still, agents need to repeat many of the same steps to diagnose and document the issue. Operationally, this makes sense. But for employees, it feels frustrating. What began as a minor interruption becomes 30 minutes of lost productivity.

At enterprise scale, that time adds up quickly. Consider a company with 20,000 employees. If each employee loses five minutes per week due to technology issues, the impact adds up to:

Consider the cumulative loss of these hours throughout a year; the true costs could easily amount to millions. Meanwhile, service desks are often under pressure to reduce operational costs by working faster.

This creates a fundamental imbalance: the visible cost (service desk operations) gets optimized. The invisible costs (the productivity lost across the workforce) do not. The service desk represents only a small portion of the overall productivity equation. It measures the cost of fixing technology problems, not the cost of the problems themselves.

Rethinking what service desks should optimize

Enterprises build highly efficient support operations while the broader interaction between employees and technology remains largely invisible. Some organizations are beginning to rethink this approach. Instead of focusing on operational efficiency, they are looking more closely at the employee experience of technology through concepts such as:

Experience Level Agreements (XLAs)

Digital experience monitoring

Workplace analytics

Employee sentiment data

The goal is no longer simply to close tickets faster — it’s to restore productivity faster. And this is the key gap: sometimes fixing the problem (what metrics cover) and maintaining productivity (what they do not) are not aligned aims. To use our scenario from the beginning, a service-desk solution may take significantly longer than finding a nearby functioning room. 

The real job of the service desk

The service desk is often described as the face of IT, but its real role is more important: protecting workforce productivity when technology fails.

Today, most service desk operations are measured through operational metrics that are essential for managing support operations at scale, but they only capture part of the story.

The broader impact of technology issues — delayed meetings, lost focus, interrupted workflows and time spent troubleshooting — is far harder to measure. As a result, many service desks optimize agent efficiency while the larger productivity impact across the workforce remains largely invisible.

The opportunity is not to move away from operational efficiency, but to expand how we define success. The most effective support organizations will continue to run efficient service desks while also focusing on something more meaningful: how quickly employees can return to productive work.

Because ultimately, the service desk doesn’t exist to manage tickets — it exists to protect the productivity of the people who rely on technology every day.

Michael Przytula

Global Practice Leader, Digital Workplace Services

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