FLM5 reminds us that management requires evidence, not impression. But evidence is only useful when the measures reflect what we actually care about.

A green dashboard can be one of the most dangerous things in IT.

Not because green is bad. Because green can create confidence that the service is healthy when the measures are only telling part of the story.

FLM5 — Reporting & Measurements is built around a simple idea: management requires evidence, not impression. But evidence is only useful when the measure reflects what we actually care about.

If the metric is weak, the report can be beautiful and the decision can still be wrong.

The dashboard looked healthy

Imagine a Service Desk supporting 20,000 employees.

The monthly report looks excellent. Ninety-four percent of incidents were resolved within SLA. Backlog is within target. Average resolution time is improving. Most indicators are green.

Yet customers are increasingly frustrated.

Wait times are rising. More callers abandon before reaching an analyst. Tickets are being transferred between teams. Repeat contacts are growing. Some incidents are closed quickly, then reopened because the underlying issue was never resolved.

The dashboard is technically correct. It is simply measuring the wrong version of success.

Now add management pressure. Team leaders are measured heavily on SLA compliance and closure volume. Analysts quickly learn what matters. They chase tickets approaching breach, use pending states aggressively, close incidents once an immediate workaround is provided, and move complicated work to another queue.

Nobody needs to manipulate anything deliberately. The measurement system itself starts steering behaviour.

A green dashboard is not evidence of a healthy service. It is evidence that the selected measures are green.

Measure the service, not the score

This is why reporting and measurement cannot be separated.

Reporting tells the story. Measurement determines the signal used to build that story.

If we measure only whether a ticket closed within a contractual target, we may miss whether the customer had to call three times, whether the incident bounced across four teams, whether the fix lasted, or whether employees spent ten minutes fighting the tool.

The consequences travel quickly.

Employees become frustrated because they are pushed to satisfy measures that do not always reflect good work. Customers lose confidence because the service feels worse than the report suggests. Specialist teams receive unnecessary transfers. Managers make staffing, training, and process decisions using incomplete evidence.

And eventually leadership asks the worst possible question: “Why are customers unhappy when all our KPIs are green?”

When people are measured on the score, they will eventually learn how to optimize the score—even when the service gets worse.

Build evidence you can trust

A first-line manager should be able to trace every important measure through a simple chain:

Data → Metric → Report → Insight → Action.

What data produced the number? What exactly does the metric mean? What behaviour might it encourage? What decision should change when the number moves?

For a Service Desk, SLA attainment still matters. But so might abandonment, first-contact resolution, transfer rate, reopen rate, repeat contacts, aging backlog, customer effort, and recurring demand.

You do not need fifty KPIs. You need enough evidence to see the service from more than one angle.

Then connect the measures. If SLA improves while reopen rates and repeat contacts deteriorate, that contradiction is not noise. It is the conversation.

Management evidence should make reality harder to hide, not easier to decorate.

Key Takeaways

  • A professional report can still rest on weak measurement.
  • Green KPIs do not automatically mean healthy customer outcomes.
  • Measures influence employee behaviour, so design them carefully.
  • Use multiple indicators to expose trade-offs and contradictions.
  • Trace critical measures from data through insight to management action.

Discussion question: Which KPI in your operation could be improving while the actual service is getting worse?