It is often difficult to find the root cause of motherboards that exhibit intermittent failures. This is due to irregularity and inconsistency. When failures occur at irregular intervals or symptoms are inconsistent, it poses challenges to effectively discovering root cause. This article presents strategies that can be used to analyze motherboards that involve failure irregularity, symptom inconsistency, or both. It also discusses the challenges faced in the analyses.