Metrics & KPIs

Metrics are never neutral. They shape behavior, priorities, and decisions—often more strongly than visions or principles. What gets measured gets optimized, even when the metric is only a rough proxy for the real goal. This is how systems appear successful numerically while failing structurally.

Bad KPIs do not create obvious failure; they create good-looking dysfunction. Teams optimize throughput instead of understanding, clicks instead of value, activity instead of impact. The system learns to satisfy measurement—not to solve the problem.

Mature measurement systems interrogate their own metrics. They regularly ask why something is measured, what behavior it incentivizes, and what it displaces. Metrics are instruments, not truth.