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Acer America
Acer America Corp. is a computer manufacturer of business and consumer PCs, notebooks, ultrabooks, projectors, servers, and storage products.

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333 West San Carlos Street
San Jose, California 95110
United States

WWW: acer.com

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Business Tools

July 7, 2025 |

Which KPIs Reveal Service Delivery Weaknesses?

The numbers don’t lie, if you know where to look.

No MSP wants to admit to a service delivery problem. However, even the best-run shops can fall into patterns that hurt performance: sluggish response times, unhappy clients, repeated technical issues, or employees burning out behind the scenes. The good news is if you know how to read them, your metrics will tell you where you have cracks. This guide isn’t about throwing more dashboards at your team. It’s about understanding which key performance indicators (KPIs) to watch when it comes to service delivery.

These are the metrics that actually signal that something’s off in your service engine, and what to do about it. Let’s dig into the KPIs that matter most when diagnosing delivery issues.

First Response Time: Are You Too Slow Out of the Gate?

Clients don’t expect magic, but they do expect to feel heard. If your average first response time is creeping up, for example, past 1–2 business hours for standard tickets, it might not seem like a big deal. But slow responses erode trust over time, even if resolution happens quickly.

A critical KPI to watch is a sluggish first reply. That usually points to:

  • Overloaded help desk staff
  • Poor triage and ticket routing
  • A lack of automation for common issues

Fix it by reviewing your intake workflows and using tools like automated acknowledgments or AI-driven ticket sorting. Clients don’t need every issue solved in 10 minutes—but they need to know someone’s on it.

MTTR: Are You Solving Problems or Just Logging Them?

Tracking how long it takes to close a ticket from start to finish tells you more than how efficient your team is. This KPI to watch reveals how complex, repeatable, or misrouted your issues might be.

If mean time to resolution (MTTR) is trending upward, ask:

  • Are low-level techs spending time on advanced issues?
  • Are recurring problems not properly documented or escalated?
  • Are clients submitting vague or incomplete tickets?

A high MTTR often signals the need for better SOPs, documentation, or role clarity within your team.


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Ticket Reopen Rate: Are You Fixing the Root Cause?

A ticket closed is only good if it stays closed. If you notice tickets reopening, especially from the same clients or related to the same systems, it’s a red flag. The underlying issue isn’t being solved.

Reopen rates can reveal gaps in:

  • Technician training
  • Process documentation
  • Communication with clients about issue resolution

This KPI to watch often reflects how well you balance speed with thoroughness. If you’re rushing to close, you may be creating more work later and damaging client confidence.

SLA Compliance: Are You Keeping Your Promises?

Every MSP boasts about their service-level agreements (SLAs), but fewer measure how often they actually meet them. SLA compliance shows whether your service team is delivering as expected or setting unreachable expectations.

Low compliance rates could be caused by:

  • Poor ticket prioritization
  • Misaligned SLAs (too aggressive for your current staffing)
  • Lack of visibility into aging tickets

You can start fixing this by matching SLAs to real-world capabilities and reinforcing accountability internally. It’s okay to revisit SLA terms if they’re outdated or overly optimistic.

Utilization Rate: Are You Maximizing or Burning Out Your Team?

Tech utilization tells you what percentage of your team’s time is billable or client facing. Too low? You might be overstaffed or under-booked. Too high (90%+)? You risk burnout and mistakes.

Tracking utilization across roles helps you:

  • Forecast hiring needs
  • Spot underused talent who could take on more responsibility
  • Catch unsustainable workloads before they lead to churn

It also gives insight into nonticketed work, such as projects, documentation, or training. If a high-performing tech is showing low utilization, maybe they’re overloaded with internal tasks and it’s time to rebalance.

CSAT Scores and Ticket Feedback: What Are Clients Really Saying?

It’s easy to dismiss satisfaction surveys as fluff. That said, a steady drop in CSAT or recurring complaints in feedback fields can be early indicators of service breakdowns long before a client escalates or churns.

Watch for trends in:

  • Negative sentiment after specific types of tickets (e.g., remote sessions, recurring issues)
  • Feedback on communication clarity or professionalism
  • Lower scores tied to specific technicians or teams

Even a short, one-click feedback system can uncover patterns that are invisible in your PSA.

Escalation Rate: Are You Getting Issues to the Right People Fast Enough?

Not every ticket should escalate. But if a high percentage of tickets need to be reassigned or moved up the chain, it may signal poor triage, unclear roles, or inadequate frontline training.

Escalations delay resolution and frustrate clients who feel like they’re being passed around. Reducing this rate requires more than just training junior staff. You must design better processes that match complexity to skill level from the beginning.

Final Thoughts: The Real KPI to Watch Is Action

Looking at the numbers is only half the battle. What really separates top-tier MSPs from the pack is their ability to turn KPI data into operational change.

If your first-response time is lagging, don’t just nod and move on. Ask why and find out what’s happening on the ground. Learn what’s blocking your team. Then, fix the bottleneck, retrain the staff, or rethink the tools.

Metrics matter only if they lead to action. Use them to refine your services, support your team, and keep your clients confident in your ability to deliver.

In the MSP business, it’s all about how reliably you do what you promise.

Next Steps


ChannelPro has created this resource to help busy MSPs streamline their decision-making process. This resource offers a starting point for evaluating key business choices, saving time and providing clarity. While this resource is designed to guide you through important considerations, we encourage you to seek more references and professional advice to ensure fully informed decisions.

Featured image: iStock

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