The Weekend Certificate Expiration Pattern
Analysis of 5,162 certificate expirations and 134,563 renewals reveals that 45% of expirations occur on weekends—nearly double the expected rate. The data exposes a mirror pattern: when automation fails, weekday teams catch 75% of at-risk certificates, while weekend failures are more likely to result in expiration.