“When you pick your metrics, you will eventually be facing the questions of how reliable is this metric, how precise is this metric, and what is the validity of this metric when we want to go back and answer the question that to support this is a certain decision-making, which comes from the goal.”

Transcript evidence from Aram Hovsepyan -- Your Security Dashboard is Lying to You: The Science of Metrics.