AI/ML
Measuring What Matters: Defining Modern KPIs
Great dashboards don’t just visualize—they anticipate. We unpack the design logic behind adaptive dashboards that adjust KPIs in real time using Horizon’s signal layers.
Ethan Price
8 min read
Jul 7, 2025
KPIs shape how teams behave. When organizations track the wrong metrics, they inadvertently incentivize misalignment.
Modern data leaders are redefining KPIs to emphasize outcomes, not outputs. Engagement, velocity, retention, and satisfaction become more telling than volume or vanity figures.
“Metrics should guide behavior, not distort it.”
Principles of Meaningful Measurement
Tie every KPI to a clear strategic question.
Favor ratios over raw counts—they reveal relationships.
Review metrics quarterly; retire ones that no longer serve clarity.
With Horizon Analytics’ semantic tagging system, leaders can connect key outcomes to real-time behaviors—ensuring every graph reflects genuine progress.
Ethan Price, Senior Data Scientist at Horizon Analytics
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