Lion Cipher Lab

Tell a real KRI shift from noise with a control chart

Why it matters

Security dashboards are full of key risk indicators (KRIs): critical vulnerabilities open past their deadline, phishing click rates, overdue access reviews. Every month someone asks the same question about each one: it went up, so is something wrong? The usual answer is a rule of thumb, such as investigating any change over 20 percent. That rule ignores the fact that every metric varies naturally from month to month. It raises alarms about noise, sends people chasing causes that do not exist, and then misses a slow, real deterioration because no single month jumps. Statistical process control…

What you'll learn

Steps in this lab

  1. Noise, signal, and the control chart idea
  2. Generate 30 months of a KRI
  3. Write the control chart
  4. Run it and compare the two rules
  5. The honest limit: detection delay

Open the full interactive lab →