The “Improbable” Principle establishes one failure, complaint, or nonconformity as the foundation for qualitative probability analysis. The QQ Chart applies this universal concept across industries, adjusting the baseline to annual production volume and risk profile. By focusing on actual occurrences—not percentages alone—it provides a clearer, more consistent way to visualize and assess risk.