Defining a metric - Stefani's Briefs

Many metrics fail not because they are incorrect, but because they are introduced too early. Faced with recurring issues or mounting pressure, we often rush to define a KPI, assuming that measurement itself will create control. What usually follows is a familiar pattern: the numbers improve, while the same conversations and frustrations return month after month.

The core problem is not the metric. It is the lack of process insight behind it. When we measure before we understand how the work actually flows, our KPIs end up tracking activity rather than intent. On-time approvals may look reassuring, yet they tell us little about whether a real review took place or whether risks were genuinely considered.

The solution starts earlier than most dashboards do. It requires slowing down to observe the process, understand where decisions matter, and identify what “good” really looks like in practice. With that insight in place, measurement becomes a reinforcement tool rather than a reporting exercise.

The table below illustrates the Insight Gap: the space between superficial data and actual business value. When metrics are introduced prematurely, they often track "Perceived Performance"—a line that trends upward as people learn to "game the system" or hit targets—while "Actual Outcomes" remain stagnant. By prioritizing observation and decision-mapping before defining KPIs, you close this gap, ensuring that measurement reflects the true maturity of the process rather than just the volume of activity.

My suggestion is simple, though not always easy: before defining a metric, invest time in understanding the process it is meant to represent. When process insight comes first, metrics stop being decorative and start driving meaningful performance.

Ready? Let's talk.