In the world of IT Service Management, measuring performance is fundamental, and it always has been.
For decades, SLAs (Service Level Agreements) have represented the main and virtually sole standard: uptime, response times, system availability. But today, with the evolution of user expectations and the increasingly strategic role of IT, these indicators are no longer enough. They need to be integrated, they need to be updated.
In 2026, the real challenge for CIOs (Chief Information Officers) will be measuring experience. And to do this, XLAs (Experience Level Agreements) are needed: metrics designed to evaluate the quality perceived by employees and end users, and to directly connect IT performance to the value generated for the business.
This is the theme we will focus on in this article.
SLA vs. XLA: A Paradigm Shift
Let’s get straight to the point and draw a clear line between traditional SLAs and more contemporary XLAs.
SLAs measure quantity (for example: 99.9% uptime), XLAs measure quality (to stay with the example, how much that uptime was perceived as useful or smooth by users).
Where SLAs focus solely on technical objectives, XLAs look at the real impact on daily work, efficiency and user satisfaction.
Put another way: if SLAs answer the question “was the system available?”, XLAs instead pose the more relevant question for the user: “did it help me work well?”
Experience is not collateral data, but a direct reflection of IT effectiveness: this is an awareness that must be very clear. A workstation that turns on but slowly loads programs, or an application that works but requires many unnecessary steps, generates frustration. Frustration slows down activities and erodes productivity. All of this, ultimately, can only turn into a loss of revenue and market positions.
In short, the shift in perspective from SLAs to XLAs, therefore from cold data to experience, is not just theoretical: it’s a necessity.
In a world where hybrid work, employee experience, and digital processes shape how organizations operate, measuring only technical availability is too narrow. It focuses on a single tree and misses the forest around it. An IT service can be technically operational but still prove frustrating or ineffective for the end user.
And this is precisely where CIOs must intervene, adopting new experiential metrics. Because only by understanding the perceived quality and real impact of services on daily operations is it possible to truly align IT and business, overcoming the gap between technical performance and perceived value.
The 5 XLA Metrics to Monitor in 2026
It’s not just about measuring, therefore: it’s about listening, interpreting, and constantly improving the way IT supports people’s work.
Now let’s stay very concrete and see what the five fundamental metrics are to include in an XLA strategy oriented toward 2026. Each of these represents an essential building block for constructing a coherent, satisfying, and productive user experience.
1. Perceived Efficiency
A metric to measure how much users feel that IT tools help them carry out daily work without obstacles. It’s not limited to the actual speed of systems, but evaluates the perceived responsiveness of applications, the fluidity of operational flows, and the simplicity of use of tools. Be mindful. A platform can be technically high-performing, but if users find it cumbersome or unintuitive, it will still fall short.
2. Time to Full Productivity
Quantifies the average time required for an employee to be fully operational after a change (for example, after onboarding, a device change, a software update). This metric must consider the entire journey: from the first interaction with the system to achieving full autonomy. Optimizing this journey means not only increasing efficiency but also improving initial engagement with IT and lowering the risk of misalignment in critical moments.
3. Real Operational Continuity
A metric that goes beyond technical uptime and considers how often and how long the user has suffered interruptions, slowdowns, or perceived service disruptions. It must include micro-interruptions, performance degradation, and intermittent problems that, while not registering as official incidents, negatively influence experience and productivity.
4. User Frustration Rate
How to measure it? Based on surveys, recurring tickets, escalations, or even sentiment analysis. This indicator evaluates the perceived quality of IT support. It goes beyond simply counting tickets and instead analyzes the nature of problems, their recurrence, and the level of dissatisfaction expressed, directly or indirectly, by users. A high frustration rate indicates a systemic misalignment between offering and expectations.
5. IT Happiness Score
An aggregate metric that evaluates users’ general satisfaction with IT services. It can derive from periodic surveys, spontaneous feedback collected via digital channels, or indirect indicators such as the actual adoption of proposed solutions, continued use over time, or propensity for reuse. It’s a simple but powerful compass for understanding whether IT is perceived as an ally or as an obstacle.
How to Implement an XLA Strategy for 2026
In the previous passages, we highlighted how XLAs represent a new paradigm for measuring the effectiveness of IT services: a shift of attention from technical indicators to the real impact on productivity, satisfaction, and efficiency perceived by users.
Therefore, we have defined the main metrics, shown how they can reveal hidden aspects of the user experience, and suggested the crucial role that these measurements play in aligning IT with the strategic objectives of the business.
However, knowing the right metrics is not enough: a concrete plan is needed to integrate them into business processes.
Adopting XLAs requires a cultural change, not just a technological one.
And what can and must companies concretely do to proceed with this implementation?
- First and foremost, take an X-ray of the present state, gathering qualitative data in addition to quantitative data, including surveys, real-time feedback, and sentiment indicators to have an authentic vision of the experience.
- Involve end users and HR departments in the analyses, to integrate cross-functional viewpoints and make experience part of the cross-departmental dialogue.
- Don’t think that implementation is a one-time process. That would be a big mistake. Instead, integrate feedback into continuous improvement processes, creating virtuous cycles in which users’ perceptions guide evolutionary interventions on services.
- Use advanced ITSM platforms, capable of relating technical and qualitative data, providing actionable insights at both operational and strategic levels.
Tools like EV Observe can support the transition toward XLAs, offering complete and integrated visibility on experience, performance, and processes.
Implementation Challenges: Common Obstacles and How to Overcome Them
While the advantages of implementing XLAs are evident, the difficulties that companies may encounter in the transition from an SLA-centered model to one based on user experience should not be underestimated.
What are the main obstacles?
It’s difficult to give a clear and universal answer; very much, in fact, depends on the characteristics of the individual company. However, there are some core issues that recur in many cases.
- Cultural resistance. Many IT teams are still accustomed to measuring performance in exclusively technical terms. Changing mindset requires training, leadership, and a shared vision that puts the user at the center. It’s something very complicated, we know this well; but it makes an enormous difference.
- Data maturity. Collecting and analyzing qualitative data on experience can initially prove complex, especially if business systems are not integrated or if structured listening tools are lacking.
- Cross-functional involvement: XLAs are not just an IT matter. They require the collaboration of HR, Operations, Internal Communications, and leadership, to fully understand users’ needs and expectations.
- Operational sustainability: integrating new metrics, collecting feedback, analyzing sentiment, and updating processes is not a “one-time” intervention, but a continuous transformation that must be maintained over time. If this point is not grasped, the change is only superficial.
These are not trivial challenges, naturally. Still, they can be overcome with an intelligent XLA implementation, built gradually, guided by data, and designed to truly involve the people who work in the company.
Conclusions
In the immediate future, CIOs will no longer be evaluated only for their ability to keep the infrastructure operational, but for the real impact that IT generates on productivity, employee well-being, and business results. XLAs represent the right tool to face this challenge, in 2026 and beyond.
Combining XLA metrics with more traditional SLAs means putting the user at the center (not just as a slogan), measuring what truly matters, and making IT a strategic partner in business growth.
FAQ
What are XLAs?
XLAs (Experience Level Agreements) are agreements that define and measure the quality of the user experience in relation to IT services, integrating subjective and perceived metrics.
Why are SLAs no longer enough?
Because SLAs focus on technical parameters that don’t reflect users’ real experience, risking hiding important critical issues.
What advantages do XLAs bring to CIOs?
They allow aligning IT with business objectives, improving internal satisfaction, and justifying investments with value-oriented metrics.