“The assumption underlying all this is that incident data can shed light on a system’s reliability. But this assumption is never warranted. Analysis of your incident data may shed light on your incidents. But incident data really can’t tell you anything about your reliability.”
https://blog.danslimmon.com/2023/04/04/incident-metrics-tell-you-nothing-about-reliability/