Common cause variation, also known as random variation, represents the inherent variability present in a process due to factors that are inherent to the system itself. These factors are typically stable over time and contribute to the natural fluctuations observed in process outputs. Picture it as the gentle waves that ripple through the surface of a calm sea – consistent, predictable, and part of the natural order of things.